Visualization and Intelligent Systems Laboratory
VISLab

 

 

Contact Information

VISLab
Winston Chung Hall Room 216
University of California, Riverside
900 University Avenue
Riverside, CA 92521-0425


Tel: (951)-827-3954

CRIS
Bourns College of Engineering
UCR
NSF IGERT on Video Bioinformatics

UCR Collaborators:
CSE
ECE
ME
STAT
PSYC
ENTM
BIOL
BPSC
ECON
MATH
BIOENG
MGNT

Other Collaborators:
Keio University

Other Activities:
IEEE Biometrics Workshop 2014
IEEE Biometrics Workshop 2013
Worshop on DVSN 2009
Multibiometrics Book

Webmaster Contact Information:
Michael Caputo
michael.vislab@gmail.com

Last updated: June 15, 2016

 

 

The contributing authors include the documents contained in these directories as a means to ensure timely dissemination of scholarly and technical work on a non-commercial basis. Copyright and all rights therein are maintained by the authors or by other copyright holders, notwithstanding that they have offered their works here electronically. It is understood that all persons copying this information will adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.

Click Here for Publications Listed in Chronological Order

Video Bioinformatics

  • Brain
    • V. On, A. Zahedi, I. Ethell and B. Bhanu, “Spatio-temporal pattern recognition of dendritic spines and protein dynamics using live multichannel fluorescence microscopy,” International Conference on Pattern Recognition, Cancun, Mexico, Dec. 4-8, 2016. Link
    • A. Bianchi, B. Bhanu and A. Obenaus, "Dynamic low-level context for the detection of mild traumatic brain injury," IEEE Transactions on Biomedical Engineering, Vol. 62, No. 1, pp. 145-153, January 2015. Link
    • N. Ghosh, Y. Sun, B. Bhanu, S. Ashwal, A. Obenaus, "Automated detection of brain abnormalities in neonatal hypoxia ischemic injury from MR images," Medical Image Analysis, 18, pp. 1059-1069, May 16, 2014. Link
    • A. Bianchi, B. Bhanu, V. Donovan, and A. Obenaus, "Visual and contextual modeling for the detection of repeated mild traumatic brain injury," IEEE Transactions on Medical Imaging, Vol. 33, No. 1, January 2014. Link
    • A. Bianchi, B. Bhanu, V. Donovan and A. Obenaus, "Detecting mild traumatic brain injury using dynamic low level context," International Conference on Image Processing, Melbourne, Australia, Sept. 15-18, 2013. Link
    • V. Donovan, A. Bianchi, R. Hartman, B. Bhanu, M.J. Carson, and A. Obenaus, "Computational analysis reveals increased blood deposition following repeated mild traumatic brain injury," NeuroImage Clinical, Sept., 2012. Link
    • Y. Sun and B. Bhanu, "Reflection symmetry integrated image segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 34, No. 9, pp. 1827-1841, September 2012. Link
    • A. Bianchi, B. Bhanu, V. Donovan and A. Obenaus, "Contextual and visual modeling for detection of mild traumatic brain injury in MRI," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • N. Ghosh, R. Recker, A. Shah, B. Bhanu, S. Ashwal and A. Obenaus, "Automated ischemic lesion detection in a neonatal model of hypoxic ischemic injury," Journal of Magnetic Resonance Imaging. 2011. Link
    • Y. Sun and B. Bhanu, "3D filtering for injury detection in brain MRI," 20th International Conference on Pattern Recognition, pp. 1-4, Istanbul, Turkey, August 23-26, 2010. Link
    • S. Ashwal, J.S. Coats, A. Bianchi, B. Bhanu and A. Obenaus, "Semi-automated segmentation of ADC maps reliably defines ischemic perinatal stroke injury," Sixth Hershey Conference on Developmental Brain Injury. June 4-7, 2008, Ecquevilly, France. Link
    • Y. Sun, B. Bhanu and S. Bhanu, "Symmetry-integrated injury detection for brain MRI," IEEE International Conference on Image Processing, Cairo, Egypt, November 7-11, 2009. Link
  • Stem Cells
    • A. Zahedi, V. On, S. Lin, B.C. Bays, E. Omaiye, B. Bhanu and P. Talbot, “Evaluating cell processes, quality, and biomarkers in pluripotent stem cells using video bioinformatics” Plos One, 2016. Link
    • B.X. Guan, B. Bhanu, P. Talbot and J-H Weng, “Extraction of blebs in human embryonic stem cell videos,” IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2016. Link
    • B.X. Guan, B. Bhanu, P. Talbot, S. Lin, "Bio-driven cell region detection in human embryonic stem cell assay," IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 11, Issue 3, pp. 604-611, May/June 2014. Link
    • B.X. Guan, B. Bhanu, P. Talbot, S. Lin and N. Weng, “Comparison of texture features for human embryonic stem cells with bio-inspired multi-class support vector machine,” IEEE International Conference on Image Processing, Paris, France, Oct. 27-30, 2014. Link
    • B.X. Guan, B. Bhanu, N. Thakoor, P. Talbot, S. Lin, "Automatic cell region detection by K means with weighted entropy," International Symposium on Biomedical Imaging (ISBI 2013). Link
    • B.X. Guan, B. Bhanu, P. Talbot and S. Lin, "Automated human embryonic stem cell detection," 2nd Annual IEEE Healthcare Informatics, Imaging, and Systems Biology Conference, San Diego, September 27 - 28, 2012. Link
    • B.X. Guan, B. Bhanu, P. Talbot and S. Lin, "Detection of non-dynamic blebbing single unattached human embryonic stem cell," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • B. Guan, B. Bhanu, N. Thakoor, P. Talbot and S. Lin, "Human Embryonic Stem Cell Detection by Spatial Information and Mixture of Gaussians," IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, San Jose, CA, July 27-29, 2011. Link
    • S. Lin, S. Fonteno, S. Satish and B. Bhanu and P. Talbot, "Video bioinformatics analysis of human embryonic stem cell colony growth," Journal of Visualized Experiments (JOVE), Issue 39, May 20, 2010.Link (5 pages and associated 51MB video). http://www.jove.com/index/details.stp?id=1933
  • Plant Cells, Cancer Cells
    • Visualizing Plant Cells From Within - Video
    • A. L. Tambo and B. Bhanu, “Modeling and classifying tip dynamics of growing cells in video,” IEEE Signal Processing Letters, Vol. 23, No. 10, pp. 1369-1373, 2016. Link
    • A.L. Tambo, B. Bhanu, N. Ung, N. Thakoor, N. Luo and Z. Yang, “Understanding pollen tube growth dynamics using the unscented Kalman filter,” Pattern Recognition Letters, 2015. Link
    • A. Cruz, B. Bhanu and N. Thakoor, "Background suppressing Gabor energy filtering," Pattern Recognition Letters, 52:40-47, 2015. Link
    • A.L. Tambo and B. Bhanu, "Integrated model for understanding pollen tube growth in video," 22nd International Conference on Pattern Recognition, Stockholm, Sweden, August 24-28, 2014. Link
    • G. Harlow, A. Cruz, L. Shuo, N. Thakoor, A. Bianchi, J. Chen, B. Bhanu, Z. Yang, "Automated spatial analysis of ARK2: Putative link between ROP signaling and microtubules," International Symposium on Biomedical Imaging (ISBI 2013). Link
    • A. Cruz, B. Bhanu, Z. Yang, "Spatiotemporal dynamics of the growth of pollen tubes using GFP-tagged videos," Workshop on Bio-image Informatics: Biological Imaging, Computer Vision and Data Mining, University of California at Santa Barbara, January 2008. Link
    • B. Bhanu and O. Faugeras, "Segmentation of images having unimodal distributions," IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI Vol. 4, No. 4, pp. 408-419, 1982. Link

Biometrics

  • Gait
    • B. Bhanu and J. Han, "Human Recognition at a Distance in Video", Springer 2010. ISBN: 978-0-85729-123-3. Front/Back Cover - Publisher Link
    • D. Zhang, Y. Wang and B. Bhanu, "Age classification based on gait using HMM," 20th International Conference on Pattern Recognition, pp. 1-4, Istanbul, Turkey, August 23-26, 2010. Link
    • D. Zhang, Y. Wang and B. Bhanu, "Ethnicity classification based on gait using multi-view fusion," IEEE Computer Society Workshop on Biometrics, August 18, 2010, held in conjunction with IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, CA, June 13-18, 2010. Link
    • K. Yamauchi, B. Bhanu and H. Saito, "Recognition of walking humans in 3D: Initial results," IEEE Computer Society Workshop on Biometrics, held in conjunction with IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami Beach, FL, June 20-25, 2009. The paper received the Best Student Paper Award. Link
    • X. Zhou and B. Bhanu, "Feature fusion for video-based human identification," Pattern Recognition, Special issue on Feature Generation and Machine Learning for Robust Multimodal Biometrics, Volume 41, Issue 3, Pages 778-795, March 2008. Link
    • X. Zhou and B. Bhanu, "Integrating face and gait for human recognition at a distance in Video," IEEE Transactions on Systems, Man and Cybernetics Part B, Vol. 37, No. 5, pp. 1119-1137, Oct. 2007. Link
    • J. Han and B. Bhanu, "Individual recognition using gait energy image," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 2, pp. 316-322, February 2006. Link
    • J. Han and B. Bhanu, "Fusion of color and infrared video for moving human detection," Pattern Recognition, Vol. 40, No. 6, pp. 1771-1784, 2007. Link
    • X. Zhou and B. Bhanu, "Feature fusion of face and gait for human recognition at a distance in video," International Conference on Pattern Recognition, Vol. 4, pp. 529-532, Hong Kong, China, Aug. 21-24, 2006. Link
    • X. Zou and B. Bhanu, "Human activity classification based on gait energy image and coevolutionary genetic programming," International Conference on Pattern Recognition, Vol. 3, pp. 556-569, Hong Kong, China, Aug. 21-24, 2006. Link
    • X. Zhou and B. Bhanu, "Integrating face and gait for human recognition," IEEE Workshop on Multimodal Biometrics held in Conjunction with IEEE Conference on Computer Vision and Pattern Recognition, New York City, June 17-18, 2006. Link
    • J. Han, B. Bhanu and A. Roy Chowdhury, "A study on view-insensitive gait recognition," International Conference on Image Processing, Genoa, Italy, September 11-14, 2005. Link
    • J. Han and B. Bhanu, "Human activity recognition in thermal infrared imagery," Proc. IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum, San Diego, CA, June 20, 2005. Link
    • J. Han and B. Bhanu, "Performance prediction for individual recognition by gait," Pattern Recognition Letters, Vol. 26, no. 5, pp. 615-624, April 2005. Link
    • J. Han and B. Bhanu, "Statistical feature fusion for gait-based human recognition," Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 842-847, Washington, DC, June 27-July 2, 2004. Link
    • J. Han and B. Bhanu, "Gait energy image representation: Comparative performance evaluation on USF HumanID database," Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, Nice, France, Oct. 11-12, 2003. Link
    • B. Bhanu and J. Han, "Human recognition on combining kinematic and stationary features," Proceedings International Conference on Audio and Video-based Biometric Person Authentication, pp. 600-608, Guildford, UK, June 9-11, 2003. Link
  • Face
    • M. Kafai, L. An, K. Eshaghi and B. Bhanu, “A reference-based framework for pose invariant face recognition,” International Workshop on Biometrics in the Wild held in conjunction with 11th IEEE International Conference on Automatic Face and Gesture Recognition, May 4-8, 2015, Ljubljana, Slovenia. Link
    • M. Kafai, L. An and B. Bhanu, "Reference face graph for face recognition," IEEE Transactions on Information Forensics and Security, Vol. 9, No. 12, pp. 2132-2143, December 2014. Link
    • M. Kafai, K. Eshghi and B. Bhanu, "Discrete cosine transform based locality-sensitive hashes for retrieval," IEEE Transactions on Multimedia, Vol. 16, Issue 4, pp. 1090-1103, June 2014. Link
    • L. An, M. Kafai and B. Bhanu, "Dynamic Bayesian network for unconstrained face recognition in surveillance camera networks," IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 3, No. 2, pp. 155-164, June, 2013. Link
    • A. Cruz, B. Bhanu and N.S. Thakoor, "Facial emotion recognition with anisotropic inhibited Gabor energy histograms," International Conference on Image Processing, Melbourne, Australia, Sept. 15-18, 2013. Link
    • S. Yang, L. An, N. Thakoor and B. Bhanu, "Improving action units recognition using dense flow-based face registration in video," 10th IEEE International Conference on Automatic Face and Gesture Recognition, April 22-26, 2013, Shanghai, China. Link
    • A. Cruz, B. Bhanu and N. S. Thakoor, "Vision and attention theory based sampling for continuous facial emotion recognition," IEEE Transactions on Affective Computing, Vol. 5, No. 4, pp. 418-431, October-December 2014. Link
    • S. Yang, L. An, N. Thakoor and B. Bhanu, "Improving action units recognition using dense flow-based face registration in video," 10th IEEE International Conference on Automatic Face and Gesture Recognition, April 22-26, 2013, Shanghai, China. Link
    • L. An and B. Bhanu, "Face image super-resolution using 2D CCA," Signal Processing, 103, pp. 183-194, 2014. Link
    • J. Yu and B. Bhanu, "Evolutionary feature synthesis for facial expression recognition," Pattern Recognition Letters, Special Issue on Evolutionary Computation., Volume 27, Issue 11, pp. 1289-1298, August 2006. Link
    • S. Yang and B. Bhanu, "Understanding discrete facial expressions in video using an emotion avatar image," IEEE Trans. on Systems, Man and Cybernetics, Part B, Special Issue, Vol. 45, No. 4, August 2012. Link
    • A. Cruz, B. Bhanu and N. Thakoor, "Facial emotion recognition with expression energy," 2nd International Audio/Visual Emotion Challenge and Workshop facing continuous emotion representation in conjunction with 14th ACM International Conference on Multimodal Interaction (ICMI 2012), Santa Monica, CA, October 22-26, 2012. Link
    • M. Kafai, B. Bhanu and L. An, "Cluster-classification Bayesian networks for head pose estimation," 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • L. An, B. Bhanu and S. Yang, "Face recognition in multi-camera surveillance videos," 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • L. An, M. Kafai and B. Bhanu, "Face recognition in multi-camera surveillance videos using dynamic Bayesian network," 6th ACM/IEEE International Conference on Distributed Smart Cameras, Hong Kong, Oct 30 - Nov 2, 2012. Link
    • A. Cruz and B. Bhanu, "A biologically inspired approach for fusing facial expression and appearance for emotion recognition," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • A. Cruz, B. Bhanu and S. Yang, "A Psychologically Inspired Match-Score Fusion Model for Video-Based Facial Expression Recognition," First International Audio/Visual Emotion Challenge and Workshop (AVEC 2011) held in conjunction with 4th Affective Computing and Intelligent Interaction (ACII 2011), Memphis, Tennessee, October 9-12, 2011. Link
    • S. Yang and B. Bhanu, "Facial expression recognition using emotion avatar image," Workshop on Facial Expression Recognition and Analysis Challenge, in conjunction with 9th IEEE Int. Conference Automatic Face and Gesture Recognition, Santa Barbara, March 21-25, 2011. Winner of the International Competition on Facial Expression Recognition. Link
    • J. Yu, B. Bhanu and N. Thakoor, "Face Recognition in Video with Closed-Loop Super-resolution," IEEE Computer Society Workshop on Biometrics, June 20, 2011, held in conjunction with IEEE Conference on Computer Vision and Pattern Recognition, Colorado Springs, CA, pp. 41-47, June 20-25, 2011. Link
    • X. Zhou and B. Bhanu, "Evaluating quality of super-resolved face images from video," IEEE Workshop on Biometrics held in conjunction with IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, June 23-28, 2008. Link
    • J. Yu and B. Bhanu, "Super-resolution of facial images in video with expression changes," IEEE International Conference On Advanced Video and Signal Based Surveillance, Santa Fe, NM, September 1-3, 2008. Link
    • J. Yu and B. Bhanu, "Super-resolution of deformed facial images in video," IEEE International Conference on Image Processing, San Diego, CA, October 12-15, 2008. Link
    • X. Zhou and B. Bhanu, "Feature fusion for video-based human identification," Pattern Recognition, Special issue on Feature Generation and Machine Learning for Robust Multimodal Biometrics, Volume 41, Issue 3, Pages 778-795, March 2008. Link
    • X. Zhou and B. Bhanu, "Integrating face and gait for human recognition at a distance in Video," IEEE Transactions on Systems, Man and Cybernetics Part B, Vol. 37, No. 5, pp. 1119-1137, Oct. 2007. Link
    • X. Zhou and B. Bhanu, "Feature fusion of face and gait for human recognition at a distance in video," International Conference on Pattern Recognition, Vol. 4, pp. 529-532, Hong Kong, China, Aug. 21-24, 2006. Link
    • J. Yu and B. Bhanu, "Super-resolution restoration of facial images in video," International Conference on Pattern Recognition, Vol. 4, pp. 342-345, Hong Kong, China, Aug. 21-24, 2006. Link
    • X. Zhou and B. Bhanu, "Integrating face and gait for human recognition," IEEE Workshop on Multimodal Biometrics held in Conjunction with IEEE Conference on Computer Vision and Pattern Recognition, New York City, June 17-18, 2006. Link
    • X. Xhou and B. Bhanu, "Human recognition based on face profiles in video," Proc. IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum, San Diego, CA, June 20, 2005. Link
    • X. Zhou and B. Bhanu, "Face recognition from face profile using dynamic time warping," Proc. International Conference on Pattern Recognition, Vol. 4, pp. 499-502, Cambridge, UK, August 23-26, 2004. Link
    • X. Zhou and B. Bhanu, "Face recognition from face profile using dynamic time warping," Proc. International Conference on Pattern Recognition, Vol. 4, pp. 499-502, Cambridge, UK, August 23-26, 2004. Link
    • B. Bhanu, J. Yu, X, Tan and Y. Lin, "Feature synthesis using genetic programming for face expression recognition," Proc. Genetic and Evolutionary Computation Conference, pp. 896-907, Seattle, WA, June 26-30, 2004. Link
  • Fingerprint
    • B. Bhanu and X. Tan, "Computational Algorithms for Fingerprint Recognition", Kluwer International Series in Biometrics, Kluwer Academic Publishers, 2003. ISBN: 1-4020-7651-7. Front/Back Cover - Publisher Link
    • S. Kumar, B. Bhanu, S. Ghosh and N. Thakoor, "Predictive models for multibiometric systems," Pattern Recognition, 47(12):3779-3792, 2014. Link
    • R. Wang, B. Bhanu and N. Thakoor, "Learning small gallery size for prediction of recognition performance on large populations," Pattern Recognition, June 7, 2013 (date of publication on-line). Volume 46, Issue 12, December 2013, Pages 3533-3547. Link
    • B. Bhanu, R. Wang and X. Tan, "Predicting fingerprint recognition performance from a small gallery," Proc. Workshop on Biometrics: Challenges arising from Theory to Practice (BCTP), pp. 47-50, August 22, 2004, Cambridge, UK. Link
    • X Tan, B. Bhanu and Y. Lin, "Fingerprint classification based on learned features," IEEE Transactions on Systems, Man and Cybernetics, Part C, Vol. 35, No. 3, pp. 287-300, August 2005. Special Issue on Biometric Systems. Link
    • S. Kumar, B. Bhanu, S. Ghosh and N. Thakoor, "Prediction and Validation of Indexing Performance for Biometrics," International Joint Conference on Biometrics, Arlington, VA, October 11-13, 2011. Link
    • X. Tan, B. Bhanu, "Fingerprint matching by genetic algorithms," Proceedings GECCO Late Breaking Papers, New York City, New York, July 2002, pp. 435-442, 2002. Link
    • B. Bhanu, R. Wang and X. Tan, "Predicting fingerprint recognition performance from a small gallery," Proc. Workshop on Biometrics: Challenges arising from Theory to Practice (BCTP), pp. 47-50, August 22, 2004, Cambridge, UK. Link
    • B. Bhanu and X. Tan, "Fingerprint indexing based on novel features of minutiae triplets," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 5, pp. 616-622, May 2003. Link
    • X. Tan and B. Bhanu, "A robust two step approach for fingerprint identification," Pattern Recognition Letters, 24, pp. 2127-2134, June 2003. Special Issue on Biometrics. Link
    • X. Tan and B. Bhanu, "Fingerprint identification: classification vs. Indexing," IEEE International Conference on Advanced Video and Signal-based Surveillance, pp. 151-156, Miami, FL, July 21-22, 2003. Link
    • X. Tan, B.Bhanu and Y. Lin, "Learning features for fingerprint classification," Proceedings International Conference on Audio and Video-based Biometric Person Authentication, pp. 318-326, Guildford, UK, June 9-11, 2003. Link
    • X. Tan and B. Bhanu, "On the fundamental performance for fingerprint matching," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, Vol. II, pp. 499-504, Madison, WI, June 18-20, 2003. Link
    • X. Tan and B. Bhanu, "Fingerprint verification using genetic algorithms," Proceedings IEEE Workshop on Applications of Computer Vision, pp. 79-83, Orlando, Florida, December 3-4, 2002. Link
    • B. Bhanu, M. Boshra and X. Tan, "Logical templates for feature extraction in fingerprint images," Proceedings International Conference on Pattern Recognition, Vol. 2, pp. 850-854, Barcelona, Spain, September 3-7, 2000. Link
  • Ear
    • B. Bhanu and H. Chen, "Human Ear Recognition by Computer", Springer 2008. . ISBN: 978-1-84800-128-2. Front/Back Cover - Publisher Link
    • B. Bhanu and H. Chen, "3D Ear Biometrics," in Encyclopedia of Biometrics, 8 printed pages, Edited by S.Z. Li, Springer 2009. Link
    • H. Chen and B. Bhanu, "Efficient recognition of highly similar 3D objects in range images," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, No. 1, pp. 172-179, January 2009. Link
    • H. Chen and B. Bhanu, "3D free-form object recognition in range images using local surface patches," Pattern Recognition Letters, Vol. 28, No.10, pp. 1252-1262, July 2007. Link
    • H. Chen and B. Bhanu, "Human ear recognition in 3D," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 4, pp. 718-737, April 2007. Link
    • H. Chen and B. Bhanu, "Global to local non-rigid shape registration," International Conference on Pattern Recognition, Vol. 4, pp. 57-60, Hong Kong, China, Aug. 21-24, 2006. Link
    • H. Chen and B. Bhanu, "Human ear detection from 3D side face range images, 3D Imaging for Safety and Security," Book Chapter, A. Koschan, M. Abidi, and M. Pollefeys (Eds.), Springer, Dordrecht, The Netherlands, pp.133-155, 2006. Link
    • H. Chen and B. Bhanu, "Contour matching for 3-D ear recognition," Proc. IEEE Workshop on Applications of Computer Vision, pp. 123-128, Breckenridge, Colorado, Jan. 5-7, 2005. Link
    • H. Chen and B. Bhanu, "Shape model-based 3D ear detection from side face range images," Proc. IEEE Workshop on Advanced 3D imaging for Safety and Security," San Diego, CA, June 25, 2005. Link
  • Facial Expressions
    • S. Yang, L. An, M. Kafai and B. Bhanu, “To skip or not to skip? A dataset of spontaneous affective response of online advertising (SARA) for audience behavior analysis,” 11th IEEE International Conference on Automatic Face and Gesture Recognition, May 4-8, 2015, Ljubljana, Slovenia. Link
    • A.C. Cruz, B. Bhanu and N.S. Thakoor, “One shot emotion scores for facial emotion recognition,” IEEE International Conference on Image Processing, Paris, France, Oct. 27-30, 2014. Link
    • S. Yang, M. Kafai, L. An and B. Bhanu, "Zapping Index: Using smile to measure advertisement zapping likelihood," IEEE Transactions on Affective Computing, Vol. 5, No. 4, pp. 432-444, October-December 2014. Link
    • A. Cruz, B. Bhanu and N. S. Thakoor, "Vision and attention theory based sampling for continuous facial emotion recognition," IEEE Transactions on Affective Computing, Vol. 5, No. 4, pp. 418-431, October-December 2014. Link
    • L. An, S. Yang and B. Bhanu, "Efficient smile detection by extreme learning machine," Neurocomputing, 149:354-363, 2014. Link
    • A. Cruz, B. Bhanu and N. Thakoor, "Background suppressing Gabor energy filtering," Pattern Recognition Letters, 52:40-47, 2015. Link
    • S. Yang and B. Bhanu, "Understanding discrete facial expressions in video using an emotion avatar image," IEEE Trans. on Systems, Man and Cybernetics, Part B, Special Issue, Vol. 45, No. 4, August 2012. Link
    • A. Cruz, B. Bhanu and N. S. Thakoor, "Vision and attention theory based sampling for continuous facial emotion recognition," IEEE Transactions on Affective Computing, Vol. 5, No. 4, pp. 418-431, October-December 2014. Link
    • A. Cruz, B. Bhanu and N.S. Thakoor, "Facial emotion recognition with anisotropic inhibited Gabor energy histograms," International Conference on Image Processing, Melbourne, Australia, Sept. 15-18, 2013. Link
    • S. Yang, L. An, N. Thakoor and B. Bhanu, "Improving action units recognition using dense flow-based face registration in video," 10th IEEE International Conference on Automatic Face and Gesture Recognition, April 22-26, 2013, Shanghai, China. Link
    • A. Cruz, B. Bhanu and N. Thakoor, "Facial emotion recognition with expression energy," 2nd International Audio/Visual Emotion Challenge and Workshop facing continuous emotion representation in conjunction with 14th ACM International Conference on Multimodal Interaction (ICMI 2012), Santa Monica, CA, October 22-26, 2012. Link
    • A. Cruz and B. Bhanu, "A biologically inspired approach for fusing facial expression and appearance for emotion recognition," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • A. Cruz, B. Bhanu and N. Thakoor, "Facial emotion recognition in continuous video," 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • A. Cruz, B. Bhanu and S. Yang, "A Psychologically Inspired Match-Score Fusion Model for Video-Based Facial Expression Recognition," First International Audio/Visual Emotion Challenge and Workshop (AVEC 2011) held in conjunction with 4th Affective Computing and Intelligent Interaction (ACII 2011), Memphis, Tennessee, October 9-12, 2011. Link
    • S. Yang and B. Bhanu, "Facial expression recognition using emotion avatar image," Workshop on Facial Expression Recognition and Analysis Challenge, in conjunction with 9th IEEE Int. Conference Automatic Face and Gesture Recognition, Santa Barbara, March 21-25, 2011. Winner of the International Competition on Facial Expression Recognition. Link
    • J. Yu and B. Bhanu, "Super-resolution of deformed facial images in video," IEEE International Conference on Image Processing, San Diego, CA, October 12-15, 2008. Link
    • J. Yu and B. Bhanu, "Super-resolution of facial images in video with expression changes," IEEE International Conference On Advanced Video and Signal Based Surveillance, Santa Fe, NM, September 1-3, 2008. Link
    • J. Yu and B. Bhanu, "Evolutionary feature synthesis for facial expression recognition," Pattern Recognition Letters, Special Issue on Evolutionary Computation., Volume 27, Issue 11, pp. 1289-1298, August 2006. Link
    • J. Yu and B. Bhanu, "Super-resolution restoration of facial images in video," International Conference on Pattern Recognition, Vol. 4, pp. 342-345, Hong Kong, China, Aug. 21-24, 2006. Link
    • B. Bhanu, J. Yu, X, Tan and Y. Lin, "Feature synthesis using genetic programming for face expression recognition," Proc. Genetic and Evolutionary Computation Conference, pp. 896-907, Seattle, WA, June 26-30, 2004. Link
  • Prediction
    • S. Kumar, B. Bhanu, N. Thakoor and S. Ghosh, “Modeling uncertainties in performance of object recognition,” Mathematical Scientist, Vol. 40, No. 1, June 2015. Link
    • M. Boshra and B. Bhanu, "Predicting an upper bound on SAR ATR performance," IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 3, pp. 876-888, 2001. Link
    • S. Kumar, B. Bhanu, S. Ghosh and N. Thakoor, "Predictive models for multibiometric systems," Pattern Recognition, 47(12):3779-3792, 2014. Link
    • R. Wang, B. Bhanu and N. Thakoor, "Learning small gallery size for prediction of recognition performance on large populations," Pattern Recognition, June 7, 2013 (date of publication on-line). Volume 46, Issue 12, December 2013, Pages 3533-3547. Link
    • S. Kumar, B. Bhanu, S. Ghosh and N. Thakoor, "Prediction and Validation of Indexing Performance for Biometrics," International Joint Conference on Biometrics, Arlington, VA, October 11-13, 2011. Link
    • R. Wang and B. Bhanu, "Predicting fingerprint biometric performance from a small gallery," Pattern recognition Letters, Vol. 28, pp. 40-48, 2007. Link
    • J. Han and B. Bhanu, "Performance prediction for individual recognition by gait," Pattern Recognition Letters, Vol. 26, no. 5, pp. 615-624, April 2005. Link
    • M. Boshra and B. Bhanu, "Predicting performance of object recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 9, pp. 956-969, 2000. Link
    • M. Boshra and B. Bhanu, "Predicting object recognition performance under data uncertainty, occlusion and clutter," Proceedings IEEE International Conference on Image Processing, pp. 556-560, Chicago, Illinois, October 4-7, 1998. Link

Object Recognition

  • Vehicles
    • N. Ghosh and B. Bhanu, "Evolving Bayesian graph for 3D vehicle model building from video," IEEE Transactions on Intelligent Transportation Systems, pp. 1-16, October 2013. Link
    • N. Thakoor, B. Bhanu, "Structural signatures for passenger vehicle classification in video," IEEE Transactions on Intelligent Transportation Systems. Accepted June 1, 2013. Published on web July 15, 2013. Link
    • L. An, N. Thakoor and B. Bhanu, "Vehicle logo super-resolution by canonical correlation analysis," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • M. Kafai and B. Bhanu, "Dynamic Bayesian networks for vehicle classification in video," IEEE Transactions on Industrial Informatics, Vol 8, No. 1, pp 100-109, Feb, 2012. Link
    • N. Ghosh, B. Bhanu, "Unsupervised learning for incremental 3-D modeling," AAAI Workshop on Learning in Computer Vision held in conjunction with 20th AAAI National Conference on Artificial Intelligence, Proc. Working Notes, Pittsburgh, PA, July 2005, 16-20, 2005. Link
    • N. Ghosh and B. Bhanu, "Incremental unsupervised 3-D vehicle model learning from video," IEEE Transactions on Intelligent Transportation Systems. Vol. 11, No. 2, pp 423-440, 2010. Link
    • N. Ghosh and B. Bhanu, "Bayesian-based 3D shape reconstruction from video," IEEE International Conference on Image Processing, San Diego, CA, October 12-15, 2008. Link
    • N. Ghosh and B. Bhanu, "Incremental 3-D vehicle modeling from video," International Conference on Pattern Recognition, Vol. 3, pp. 272-275, Hong Kong, China, Aug. 21-24, 2006. Link
  • 3D Object Recognition/Robotics
    • K. Litomisky and B. Bhanu, "Removing moving objects from point cloud scenes," International Workshop on Depth Image Analysis held in Conjunction with the 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11, 2012. Link
    • K. Yamauchi, B. Bhanu and H. Saito, "3D Human Body Modeling Using Range Data," 20th International Conference on Pattern Recognition, pp. 1-4, Istanbul, Turkey, August 23-26, 2010. Link
    • H. Chen and B. Bhanu, "Efficient recognition of highly similar 3D objects in range images," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 31, No. 1, pp. 172-179, January 2009. Link
    • K. Yamauchi, B. Bhanu and H. Saito, "Recognition of walking humans in 3D: Initial results," IEEE Computer Society Workshop on Biometrics, held in conjunction with IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami Beach, FL, June 20-25, 2009. The paper received the Best Student Paper Award. Link
    • H. Chen and B. Bhanu, "3-D free-form object recognition in range images using local surface patches," Proc. International Conference on Pattern Recognition, Volume 3, pp. 136-139, Cambridge, UK, August 23-26, 2004. Link
    • H. Chen and B. Bhanu, "Shape model-based 3D ear detection from side face range images," Proc. IEEE Workshop on Advanced 3D imaging for Safety and Security," San Diego, CA, June 25, 2005. Link
    • X. Wu and B. Bhanu, "Gabor Wavelet Representation for 3D Object Recognition," IEEE Transactions on Image Processing, Vol. 6, No. 1, January 1997. Link
    • S. Das, B. Bhanu and C. C. Ho, "Generic object recognition using multiple representations," Image and Vision Computing, Vol. 14, pp. 323-338, 1996. Link
    • B. Bhanu, C. C. Ho, ''Building hierarchical vision model of objects with multiple representations,'' Proceedings SPIE Conference on Applications Artificial Intelligence X: Machine Vision and Robotics, Vol. 1708, Orlando, Florida, April 1992, pp. 663-674, 1992. Link
    • B. Bhanu and L. Nuttall, "Recognition of 3-D objects in range images using a butterfly multiprocessor," Pattern Recognition, Vol. 22, No. 1, pp. 49-64, 1989. Link
    • T. Henderson, E. Weitz, C. Hansen, R. Grupen, C. C. Ho and B. Bhanu, "CAD based robotics," Proceedings IEEE International Conference on Robotics and Automation, pp. 631-635, Raleigh, North Carolina, March 1987. Link
    • B. Bhanu, C. C. Ho, S. Lee, ''CAD based 3-D models for computer vision,'' Proceedings IEEE International Conference on Systems, Man, and Cybernetics, Atlanta, Georgia, October 1986, pp. 1002-1006, 1986. Link
    • T. Henderson, C. Hansen, A. Samal, C. C. Ho and B. Bhanu, "CAGD based 3-D visual recognition," Proceedings 8th International Conference on Pattern Recognition, pp. 230-232, Paris, France, October 1986. Link
    • B. Bhanu and C. C. Ho, "Computer aided geometric design based 3-D models for machine vision," Proceedings 8th International Conference on Pattern Recognition, pp. 107-110, Paris, France, October 1986. Link
    • T. Henderson, C. Hansen and B. Bhanu, "Intrinsic characteristics as the interface between CAD and machine vision systems," Proceedings NATO Advanced Summer Institute (ASI) Workshop, Belgium, June 1986. Link
    • B. Bhanu, S. Lee, C. C. Ho and T. Henderson, "Range data processing: Representation of surfaces by edges," Proceedings 8th International Conference on Pattern Recognition, pp. 236-238, Paris, France, October 1986. Link
    • B. Bhanu, T. Henderson, and S. Thomas, "3-D model building using CAGD techniques," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 234-239, San Francisco, California, June 9-13, 1985. Link
    • B. Bhanu and T. Henderson, "CAGD based 3-D vision," Proceedings IEEE International Conference on Robotics and Automation, pp. 411-417, St. Louis, Missouri, March 1985. Link
    • B. Bhanu, T. Henderson and S. Thomas, "Vision analysis using computer aided geometric models," Proceedings International Conference on CAD/CAM, Robotics and Automation, pp. 243-246, Tucson, Arizona, February 1985. (Keynote Presentation) Link
    • B. Bhanu, "Representation and shape matching of 3-D objects," IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI Vol. 6, No. 3, pp. 340-351, 1984. Link
    • B. Bhanu, "Surface representation and shape matching of 3-D objects," Proceedings IEEE Conference on Pattern Recognition and Image Processing, pp. 349-354, Las Vegas, Nevada, June 13-17, 1982. Link
    • T. Henderson and B. Bhanu, "Three point seed method for the extraction of planar faces from range data," Proceedings IEEE International Conference on Industrial Applications of Machine Vision, pp. 181-186, Raleigh, North Carolina, May 3-5, 1982. Link
  • Target/Object Recognition
    • K. Krawiec and B. Bhanu, "Visual learning by evolutionary feature synthesis," IEEE Transactions on Evolutionary Computation, Vol. 11, No. 5, pp. 635-650, October 2007. Link
    • K. Krawiec and B. Bhanu, "Coevolution and linear genetic programming for visual learning," Genetic and Evolutionary Computation Conference, Part I, pp. 332-343, Chicago, IL, July 12-16, 2003. Link
    • K. Krawiec and B. Bhanu, "Visual learning by evolutionary feature synthesis," International Conference on Machine Learning, pp. 376-383, Washington, DC, August 21-24, 2003. Link
    • Y. Lin and B. Bhanu, "Evolutionary feature synthesis for object recognition," IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation, Vol. 35, No. 2, pp. 156-171, May 2005. Link
    • B. Bhanu and Y. Lin, "Stochastic models for recognition of occluded objects," Pattern Recognition, Vol. 36, No. 12, pp. 2855-2873, December 2003. Link
    • B. Bhanu and Y. Lin, "Genetic algorithm based feature selection for target detection in SAR images," Image and Vision Computing, Vol. 21, No. 7, pp. 591-608, 2003. Link
    • B. Bhanu and G. Jones, "Increasing the discrimination of SAR recognition models," Optical Engineering, Vol. 41, No. 12, pp. 3298-3306, December 2002. Link
    • M. Boshra and B. Bhanu, "Predicting an upper bound on SAR ATR performance," IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 3, pp. 876-888, 2001. Link
    • M. Boshra and B. Bhanu, "Predicting performance of object recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 9, pp. 956-969, 2000. Link
    • G. Jones and B. Bhanu, "Recognizing occluded objects in SAR images," IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 1, pp. 316-328, 2001. Link
    • G. Jones and B. Bhanu, "Recognition of articulated and occluded objects," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21, No. 7, pp. 603-613, 1999. Link
    • G. Jones and B. Bhanu, "Recognizing articulated targets in SAR images," Pattern Recognition, Vol. 34, No. 2, pp. 469-485, 2001. Link
    • B. Bhanu and J. Ahn, "A system for model-based recognition of articulated objects," Proceedings International Conference on Pattern Recognition, pp. 1812-1815, Brisbane, Australia, August 17-20, 1998. Link
    • S. Das and B. Bhanu, "A system for model-based object recognition in perspective aerial images," Pattern Recognition, Vol. 31, No. 4, pp. 465-491, 1998. Link
    • M. Boshra, B. Bhanu, "Bounding fundamental performance of feature-based object recognition," Proceedings DARPA Image Understanding Workshop, Monterey, California, November 1998, pp. 1155-1162, 1998. Link
    • G. Jones III, B. Bhanu, J. Guo, "Geometrical and magnitude invariants for recognition of articulated and non-standard objects in MSTAR images," Proceedings DARPA Image Understanding Workshop, Monterey, California, November 1998, pp. 1163-1170, 1998. Link
    • G. Sudhir, B. Bhanu, "Interactive target recognition using a database-retrieval oriented approach," Proceedings DARPA Image Understanding Workshop, Monterey, California, November 1998, pp. 1149-1154, 1998. Link
    • M. Boshra, B. Bhanu, "Performance modeling of feature-based classification in SAR imagery," Proceedings SPIE Conference on Algorithms for Synthetic Aperture Radar Imagery, V, Vol. 3370, Orlando, Florida, April 1998, pp. 661-674, 1998. Link
    • M. Boshra and B. Bhanu, "Predicting object recognition performance under data uncertainty, occlusion and clutter," Proceedings IEEE International Conference on Image Processing, pp. 556-560, Chicago, Illinois, October 4-7, 1998. Link
    • B. Bhanu and G. Jones, "Target recognition for articulated and occluded objects in synthetic aperture radar imagery," Proceedings IEEE Radar Conference, pp. 245-250, Dallas, Texas, May 12-13, 1998. Link
    • X. Wu and B. Bhanu, "Gabor wavelet representation for 3-D object recognition," IEEE Transactions on Image Processing, Vol. 6, No. 1, pp. 47-64, 1997. Link
    • B. Bhanu and B. Tian, "Stochastic models for recognition of articulated objects," Proceedings IEEE International Conference on Image Processing, pp. 847-850, Santa Barbara, California, October 26-29, 1997. Link
    • J. Yi, B. Bhanu and M. Li, "Target indexing in SAR images using scattering centers and Hausdorff distance," Pattern Recognition Letters, Vol. 17, pp. 1191-1198, 1996. Link
    • S. Das, B. Bhanu and C. C. Ho, "Generic object recognition using multiple representations," Image and Vision Computing, Vol. 14, pp. 323-338, 1996. Link
    • Y.-J. Zheng and B. Bhanu, "Adaptive object detection from multisensor data," Proceedings IEEE International Conference on Multisensor Fusion and Integration of Intelligent Systems, pp. 633-640, Washington, DC, December 8-11, 1996. Link
    • S. Zhang and B. Bhanu, "Automatic model construction for object recognition using ISAR images," Proceedings 13th International Conference on Pattern Recognition, Vol. 4, pp. 169-173, Vienna, Austria, August 25-30, 1996. Link
    • S. Rong and B. Bhanu, "Modeling clutter and context for target detection in infrared images," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 106-113, San Francisco, California, June 16-20, 1996. Link
    • N. Braithwaite and B. Bhanu, "Composite phase and phase-based Gabor element aggregation," Proceedings IEEE International Conference on Image Processing, pp. 538-541, Washington, DC, October 22-25, 1995. Link
    • N. Braithwaite and B. Bhanu, "Error bound for multi-stage synthesis of narrow bandwidth Gabor filters," Proceedings IEEE International on Conference Image Processing, pp. 33-36, Washington, DC, October 22-25, 1995. Link
    • X. Wu and B. Bhanu, "Gabor wavelets for 3-D object recognition," Proceedings Fifth International Conference on Computer Vision, pp. 537-542, Massachusetts Institute of Technology, Cambridge, Massachusetts, June 20-23, 1995. Link
    • S. Das, B. Bhanu, X. Wu and R. N. Braithwaite, "A system for aircraft recognition in perspective aerial images," Proceedings 2nd IEEE Workshop on Applications of Computer Vision, Sarasota, pp. 168-175, Florida, December 5-7, 1994. Link
    • B. Bhanu and S. Rong, "Background modeling for target detection and recognition," Proceedings 5th Annual Ground Target Modeling and Validation Conference, pp. 11-20, Houghton, Michigan, August 23-25, 1994. Link
    • S. Das, B. Bhanu and C-C. Ho, "Generic object recognition using CAD-based multiple representations," Proceedings Second IEEE Workshop on CAD-Based Vision, pp. 202-209, Champion, Pittsburgh, Pennsylvania, February 1994. Link
    • N. Braithwaite and B. Bhanu, "Hierarchical Gabor filters for object detection in infrared images," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 628-631, Seattle, Washington, June 20-23, 1994. Link
    • B. Bhanu, T. Jones, "Image understanding research for automatic target recognition," Proceedings DARPA Image Understanding Workshop, San Diego, California, January 1992, pp. 249-254, 1992. Link
    • B. Bhanu and J. Ming, "Recognition of occluded objects: A cluster-structure algorithm," Pattern Recognition, Vol. 20, No. 2, pp. 199-211, 1987. Link
    • B. Bhanu and D. Panda, "Knowledge-based robust target recognition and tracking," Proceedings AI Technology Symposium, pp. 1-8, Honeywell Systems and Research Center, Minneapolis, Minnesota, June 9, 1987. Link
    • B. Bhanu, "Automatic target recognition: State-of-the-art survey," IEEE Transactions on Aerospace and Electronic Systems, AES Vol. 22, No. 4, pp. 364-379, 1986. Link
    • B. Bhanu and J. Ming, "Clustering based recognition of occluded objects," Proceedings 8th International Conference on Pattern Recognition, pp. 732-734, Paris, France, October 1986. Link
    • B. Bhanu and J. Ming, "Recognition of occluded objects: A cluster-structure paradigm," Proceedings IEEE International Conference on Robotics and Automation, pp. 776-781, San Francisco, California, April 7-10, 1986. Link
    • B. Bhanu and O. Faugeras, "Shape matching of two-dimensional objects," In R. Chellappa and S. Sawchuk, (Eds.), Digital Image Processing and Analysis: Vol. 2, Analysis pp. 156-175, IEEE Press Book. Link
    • B. Bhanu, ''Evaluation of automatic target recognition algorithms,'' Proceedings SPIE Conference on Architecture and Algorithms for Digital Image Proceedings, Vol. 435, San Diego, California, August 1983, pp. 18-27, 1983. Link
    • B. Bhanu, T. Politopoulos and B. A. Parvin, "Intelligent auto cueing of tactical targets in FLIR images," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 502-503, Washington, DC, June 19-23, 1983. Link
    • B. Bhanu, "Recognition of occluded objects," Proceedings 8th International Joint Conference on Artificial Intelligence, pp. 1136-1138, IJCAI-83, Karlsruhe, West Germany, August 8-12, 1983. Link
    • B. Bhanu and O. Faugeras, "Shape matching of 2-D objects using a hierarchical stochastic labeling technique," Proceedings IEEE Conference on Pattern Recognition and Image Processing, pp. 688-690, Las Vegas, Nevada, June 13-17, 1982. Link
    • B. Bhanu, "Shape matching of two-dimensional occluded objects," Proceedings 6th International Conference on Pattern Recognition, pp. 742-744, Munich, West Germany, October 19-22, 1982. Link
    • B. Bhanu and O. Faugeras, "Recognition of occluded two dimensional objects," Proceedings 2nd Scandinavian Conference on Image Analysis, pp. 72-77, Helsinki, Finland, June 15-17, 1981. Link
    • O. Faugeras and B. Bhanu, "Reconnaissance de formes planes par une methode hierarchique d?etiquetage probabiliste," Proceedings AFCET. 3eme Congres, Reconnaissance des Formes et Intelligence Artificielle, pp. 425-435, Nancy, France, September 16-18, 1981. Link
  • Registration and Fusion
    • S. Yang, L. An, N. Thakoor and B. Bhanu, "Improving action units recognition using dense flow-based face registration in video," 10th IEEE International Conference on Automatic Face and Gesture Recognition, April 22-26, 2013, Shanghai, China. Link
    • Y. Li and B. Bhanu, "Fusion of multiple trackers in video networks," 5th IEEE/ACM International Conference on Distributed Smart Cameras, Ghent, Belgium, August 22-25, 2011. Link
    • D. Zhang, Y. Wang and B. Bhanu, "Ethnicity classification based on gait using multi-view fusion," IEEE Computer Society Workshop on Biometrics, August 18, 2010, held in conjunction with IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, CA, June 13-18, 2010. Link
    • X. Zhou and B. Bhanu, "Feature fusion of face and gait for human recognition at a distance in video," International Conference on Pattern Recognition, Vol. 4, pp. 529-532, Hong Kong, China, Aug. 21-24, 2006. Link
    • H. Chen and B. Bhanu, "Global to local non-rigid shape registration," International Conference on Pattern Recognition, Vol. 4, pp. 57-60, Hong Kong, China, Aug. 21-24, 2006. Link
    • B. Bhanu and X. Zou, "Moving humans detection based on multi-modal sensor fusion," Proc. IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum, Washington, DC, July 2, 2004. Link
    • S. Nadimi and B. Bhanu, "Adaptive fusion for diurnal moving object detection," Proc. International Conference on Pattern Recognition, Volume 3, pp. 696-699, Cambridge, UK, August 23-26, 2004. Link
    • S. Nadimi and B. Bhanu, "Physics-based cooperative sensor fusion for moving object detection," Proc. IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Washington, DC, June 28, 2004. Link
  • Context Modeling
    • T. Mei, L. An and B. Bhanu, “Context guided belief propagation for remote sensing image classification,” Applied Optics, Vol. 54, No. 11, pp. 3372-3382, April 10, 2015. Link
    • A. Bianchi, B. Bhanu, V. Donovan, and A. Obenaus, "Visual and contextual modeling for the detection of repeated mild traumatic brain injury," IEEE Transactions on Medical Imaging, Vol. 33, No. 1, January 2014. Link
    • A. Bianchi, B. Bhanu and A. Obenaus, "Dynamic low-level context for the detection of mild traumatic brain injury," IEEE Transactions on Biomedical Engineering, Vol. 62, No. 1, pp. 145-153, January 2015. Link
    • L. Chai, Z. Qin, H. Zhang, J. Guo, B. Bhanu, "A new multi-scale fuzzy model for histogram-based descriptors," Workshop on Broadcast and User-Generated Content Recognition and Analysis (BRUREC) in conjunction with IEEE International Conference on Multimedia and Expo (ICME 2013), San Jose, CA, USA from July 15-19, 2013. Link
    • L. Chai, Z. Qin, H. Zhang, J. Guo, B. Bhanu, "MFSC: A new shape descriptor with robustness to deformations," IEEE International Conference on Multimedia and Expo (ICME 2013), San Jose, CA, USA from July 15-19, 2013. Link
  • Inspection and Quality Control
    • C. Nolen, G. Denina, D. Teweldebrhan, B. Bhanu, and A.A. Balandin, "High-throughput large-area automated identification and quality control of grapheme and few-layer graphene films," ACS Nano. 5 (2), pp 914-922, Jan 5, 2011. Link
    • C. Nolen, D. Teweldebrhan, G. Denina, B. Bhanu, and A. Balandin, "Large-Scale Automated Identification and Quality Control of Exfoliated and CVD Graphene via Image Processing Technique," ECS Transactions - Las Vegas, NV" Volume 33, "State-of-the-Art Program on Compound Semiconductors 52 (SOTAPOCS 52), 218th Electrochemical Society (ECS) Meeting, October 10 - 15, 2010. Link
  • Prediction
    • S. Kumar, B. Bhanu, N. Thakoor and S. Ghosh, “Modeling uncertainties in performance of object recognition,” Mathematical Scientist, Vol. 40, No. 1, June 2015. Link
    • M. Boshra and B. Bhanu, "Predicting an upper bound on SAR ATR performance," IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 3, pp. 876-888, 2001. Link
    • S. Kumar, B. Bhanu, S. Ghosh and N. Thakoor, "Predictive models for multibiometric systems," Pattern Recognition, 47(12):3779-3792, 2014. Link
    • R. Wang, B. Bhanu and N. Thakoor, "Learning small gallery size for prediction of recognition performance on large populations," Pattern Recognition, June 7, 2013 (date of publication on-line). Volume 46, Issue 12, December 2013, Pages 3533-3547. Link
    • S. Kumar, B. Bhanu, S. Ghosh and N. Thakoor, "Prediction and Validation of Indexing Performance for Biometrics," International Joint Conference on Biometrics, Arlington, VA, October 11-13, 2011. Link
    • R. Wang and B. Bhanu, "Predicting fingerprint biometric performance from a small gallery," Pattern recognition Letters, Vol. 28, pp. 40-48, 2007. Link
    • J. Han and B. Bhanu, "Performance prediction for individual recognition by gait," Pattern Recognition Letters, Vol. 26, no. 5, pp. 615-624, April 2005. Link
    • M. Boshra and B. Bhanu, "Predicting performance of object recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 9, pp. 956-969, 2000. Link
    • M. Boshra and B. Bhanu, "Predicting object recognition performance under data uncertainty, occlusion and clutter," Proceedings IEEE International Conference on Image Processing, pp. 556-560, Chicago, Illinois, October 4-7, 1998. Link
  • Learning, Computer Vision, and Pattern Recognition
    • L. An and B. Bhanu, "Image super-resolution by extreme learning machine," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • H. Nguyen and B. Bhanu, "Real-Time pedestrian tracking with bacterial foraging optimization," 9th IEEE International Conference on Advanced Video and Signal-based Surveillance, Beijing, China, 18-21 September 2012. Link
    • H. Nguyen and B. Bhanu, "Zombie survival optimization: A swarm intelligence algorithm inspired by zombie foraging," 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • M. Kafai and B. Bhanu, "Dynamic Bayesian networks for vehicle classification in video," IEEE Transactions on Industrial Informatics, Vol 8, No. 1, pp 100-109, Feb, 2012. Link
    • H. T. Nguyen and B. Bhanu, "Tracking Pedestrians with Bacterial Foraging Optimization Swarms," IEEE Congress on Evolutionary Computation, New Orleans, June 5-8, 2011. Link
    • N. Ghosh, B. Bhanu, "Unsupervised learning for incremental 3-D modeling," AAAI Workshop on Learning in Computer Vision held in conjunction with 20th AAAI National Conference on Artificial Intelligence, Proc. Working Notes, Pittsburgh, PA, July 2005, 16-20, 2005. Link
    • H. Nguyen and B. Bhanu, "Tracking multiple objects in non-stationary video," ACM Genetic and Evolutionary Computation Conference, Montreal, Canada, July 8-12, 2009. The paper is Nominated for the Best Paper Award. Link
    • H. Nguyen and B. Bhanu, "Multi-object tracking in non-stationary video using bacterial foraging swarms," IEEE International Conference on Image Processing, Cairo, Egypt, November 7-11, 2009. Link
    • X. Zhou and B. Bhanu, "Feature fusion of side face and gait for video-based human identification," Pattern Recognition, Special issue on Feature Generation and Machine Learning for Robust Multimodal Biometrics, Volume 41, Issue 3, Pages 778-795, March 2008. Link
    • G. Olague, E. Romero, L. Trujillo and B. Bhanu, "Multiclass object recognition based on texture linear genetic programming," Proc. 9th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science. Springer-Verlag. Nominated for the Best Paper Award, pp. 291-300, 2007. Link
    • K. Krawiec and B. Bhanu, "Visual learning by evolutionary feature synthesis," IEEE Transactions on Evolutionary Computation, Vol. 11, No. 5, pp. 635-650, October 2007. Link
    • J. Yu and B. Bhanu, "Evolutionary feature synthesis for facial expression recognition," Pattern Recognition Letters, Special Issue on Evolutionary Computation., Volume 27, Issue 11, pp. 1289-1298, August 2006. Link
    • Y. Lin and B. Bhanu, "Object detection via feature synthesis using MDL-based genetic programming," IEEE Transactions on Systems, Man and Cybernetics Part B, Vol. 35, No. 3, pp. 538-547, June 2005. Link
    • A. Dong and B. Bhanu, "Active concept Learning in image databases," IEEE Trans. on Systems, Man and Cybernetics, Part B, Vol. 35, No. 3, pp. 450-456, June 2005. Link
    • Y. Lin and B. Bhanu, "MDL-based genetic programming for object detection," Proceedings IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Madison, WI, June 22, 2003. Link
    • X Tan, B. Bhanu and Y. Lin, "Fingerprint classification based on learned features," IEEE Transactions on Systems, Man and Cybernetics, Part C, Vol. 35, No. 3, pp. 287-300, August 2005. Special Issue on Biometric Systems. Link
    • P. Yin, B. Bhanu, K. Chang and A. Dong, "Integrating relevance feedback techniques for image retrieval using reinforcement learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 10, pp. 1536-1551, Oct. 2005. Link
    • A. Dong and B. Bhanu, "On labeling noise and outliers for robust concept learning for image databases," Proc. IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Washington, DC, June 28, 2004. Link
    • B. Bhanu and Y. Lin, "Synthesizing feature agents using evolutionary computation," Pattern Recognition Letters, Special Issue on Remote Sensing, Vol. 25, pp. 1519-1531, October 2004. Link
    • B. Bhanu and S. Fonder, "Functional template-based SAR image segmentation," Pattern Recognition, Vol. 37, No. 1, pp. 61-77, 2004. Link
    • B. Bhanu and Y. Lin, "Learning composite operators for object detection," Proceedings Genetic and Evolutionary Computation Conference, pp. 1003-1010, New York City, New York, July 9-13, 2002. Link
    • B. Bhanu and Y. Lin, "Genetic algorithm based feature selection for target detection in SAR images," Image and Vision Computing, Vol. 21, No. 7, pp. 591-608, 2003. Link
    • J. Peng and B. Bhanu, "Local discriminative learning for pattern Recognition," Pattern Recognition, Vol. 34, No. 1, pp. 139-150, 2001. Link
    • J. Peng, B. Bhanu and S. Qing, "Probabilistic feature relevance learning for content-based image retrieval," Computer Vision and Image Understanding, Vol. 75, No. 1/2, pp. 150-164, 1999. (Special Issue of Content-Based Access of Image and Video Libraries) Link
    • J. Peng and B. Bhanu, "Learning to Perceive Objects for Autonomous Recognition," Autonomous Robots, Vol. 6, pp. 187-201, 1999. Link
    • J. Peng, B. Bhanu and S. Qing, "Probabilistic feature relevance learning for content-based image retrieval," Computer Vision and Image Understanding, Vol. 75, No. 1/2, pp. 150-164, 1999. (Special Issue of Content-Based Access of Image and Video Libraries) Link
    • J. Peng and B. Bhanu, "Closed loop object recognition using reinforcement learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 2, pp. 139-154, 1998. Link
    • J. Peng and B. Bhanu, "Delayed reinforcement learning for adaptive image segmentation and feature extraction," IEEE Transactions on Systems, Man and Cybernetics, Vol. 28, No. 3, pp. 482-488, 1998. Link
    • J. Peng and B. Bhanu, "Closed-loop object recognition using reinforcement learning," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 538-543, San Francisco, California, June 16-20, 1996. Link
    • J. Peng and B. Bhanu, "Delayed reinforcement learning for adaptive image segmentation and feature extraction," IEEE Transactions on Systems, Man and Cybernetics, Vol. 28, No. 3, pp. 482-488, 1998. Link
    • B. Bhanu, Y. Lin, G. Jones, J. Peng, "Adaptive target recognition using reinforcement learning," Proceedings DARPA Image Understanding Workshop, Monterey, California, November 1998, pp. 1177-1180, 1998. Link
    • J. Peng and B. Bhanu, "Local reinforcement learning for object recognition," Proceedings International Conference on Pattern Recognition, pp. 272-274, Brisbane, Australia, August 17-20, 1998. Link
    • J. Ming and B. Bhanu, "ORACLE: An integrated learning approach for object recognition," International Journal of Pattern Recognition and Artificial Intelligence, Vol. 11, No. 6, pp. 961-990, 1997. Link
    • Y.J. Zheng and B. Bhanu, "Adaptive object detection based on modified Hebbian learning," Proceedings 13th International Conference on Pattern Recognition, Vol. 4, pp. 164-168, Vienna, Austria, August 25-30, 1996. Link
    • J. Peng and B. Bhanu, "Closed-loop object recognition using reinforcement learning," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 538-543, San Francisco, California, June 16-20, 1996. Link
    • J. Peng and B. Bhanu, "Delayed reinforcement learning for closed-loop object recognition," Proceedings 13th International Conference on Pattern Recognition, Vol. 4, 310-314, Vienna, Austria, August 25-30, 1996. Link
    • B. Bhanu, S. Lee and S. Das, "Adaptive image segmentation using genetic and hybrid search methods," IEEE Transactions Aerospace and Electronic Systems, Vol. 31, No. 4, pp. 1268-1291, 1995. Link
    • B. Bhanu, S. Lee and J. Ming, "Adaptive image segmentation using a genetic algorithm," IEEE Transactions on Systems, Man and Cybernetics, Vol. 25, No. 12, pp. 1543-1567, 1995. Link
    • S. Rong and B. Bhanu, "Enhancing a self-organizing map through near-miss injection," Proceedings World Congress on Neural Networks (Annual Meeting of the International Neural Networks Society), pp. I552-I556, Washington, DC, July 17-21, 1995. Link
    • M. Barth, S. Das and B. Bhanu, "Learning-based control of perception for mobility," Proceedings IEEE International Symposium on Intelligent Control, pp. 329-334, Glasgow, United Kingdom, August 1992. Link
  • Image Segmentation
    • Q. Li, H. Zhang, J. Guo, L. An and B. Bhanu, "Codebook optimization using word activation forces for scene categorization," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • Y. Sun and B. Bhanu, "Reflection symmetry integrated image segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 34, No. 9, pp. 1827-1841, September 2012. Link
    • Y. Sun and B. Bhanu, "Symmetry Integrated Region-based Image Segmentation," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami Beach, FL, June 20-25, 2009. Link
    • B. Bhanu and S. Fonder, "Functional template-based SAR image segmentation," Pattern Recognition, Vol. 37, No. 1, pp. 61-77, 2004. Link
    • B. Bhanu and Y. Lin, "Synthesizing feature agents using evolutionary computation," Pattern Recognition Letters, Special Issue on Remote Sensing, Vol. 25, pp. 1519-1531, October 2004. Link
    • B. Bhanu and J. Peng, "Adaptive integrated image segmentation and object recognition," IEEE Transactions on Systems, Man and Cybernetics- Part C, Vol. 30, No. 4, pp. 427-441, 2000. Link
    • J. Peng and B. Bhanu, "Delayed reinforcement learning for adaptive image segmentation and feature extraction," IEEE Transactions on Systems, Man and Cybernetics, Vol. 28, No. 3, pp. 482-488, 1998. Link
    • J. Peng and B. Bhanu, "Learning Integrated Image Segmentation and Object Recognition," Vision Interface, Vancouver, British Columbia, June 18-20, 1998. Link
    • B. Bhanu, P. Symosek and S. Das, "Analysis of terrain using multispectral images," Pattern Recognition, Vol. 30, No. 2, pp. 197-215, 1997. Link
    • B. Bhanu, S. Lee and S. Das, "Adaptive image segmentation using genetic and hybrid search methods," IEEE Transactions Aerospace and Electronic Systems, Vol. 31, No. 4, pp. 1268-1291, 1995. Link
    • B. Bhanu, S. Lee and J. Ming, "Adaptive image segmentation using a genetic algorithm," IEEE Transactions on Systems, Man and Cybernetics, Vol. 25, No. 12, pp. 1543-1567, 1995. Link
    • B. Bhanu, S. Lee and S. Das, "Adaptive image segmentation using multi-objective evaluation and hybrid search methods," Proceedings AAAI Fall Symposium on Machine Learning and Computer Vision: What, Why and How?, pp. 30-34, Raleigh, North Carolina, October 22-24, 1993. Link
    • B. Bhanu, S. Lee and J. Ming, "Self-optimizing image segmentation using a genetic algorithm," Proceedings 4th International Conference on Genetic Algorithms, pp. 362-369, San Diego, California, July 1991. (Plenary Presentation) Link
    • B. Bhanu, J. Ming and S. Lee, "Closed-loop adaptive image segmentation," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 734-735, Maui, Hawaii, June 1991. Link
    • B. Bhanu, B. Hutchings and K. Smith, "VLSI design and implementation of a real-time image segmentation processor," International Journal of Machine Vision and Applications, Vol. 3, No. 1, pp. 21-44, 1990. Link
    • B. Bhanu and R. Holben, "Model-based segmentation of FLIR images," IEEE Transactions on Aerospace and Electronic Systems, Vol. 26, No. 1, pp. 2-11, 1990. Link
    • B. Bhanu and B. Parvin, "Segmentation of natural scenes," Pattern Recognition, Vol. 20, No. 5, pp. 487-496, 1987. Link
    • B. Bhanu and R. Holben, "Model-based segmentation of FLIR images," IEEE Transactions on Aerospace and Electronic Systems, Vol. 26, No. 1, pp. 2-11, 1990. Link
    • B. Parvin and B. Bhanu, "Segmentation of images using a relaxation technique," Proceedings IEEE Conference Computer on Vision and Pattern Recognition, pp. 151-153, Washington, DC, June 19-23, 1983. Link
    • B. Bhanu and O. Faugeras, "Segmentation of images having unimodal distributions," IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI Vol. 4, No. 4, pp. 408-419, 1982. Link
    • B. Bhanu, "Segmentation of images using a gradient relaxation technique," Proceedings 6th International Conference on Pattern Recognition, pp. 915-917, Munich, West Germany, October 19-22, 1982. Link
  • Feature Selection
    • Y. Sun and B. Bhanu, "Multiple local kernel integrated feature selection for image classification," 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • Y. Sun and B. Bhanu, "Image retrieval with feature selection and relevance feedback," IEEE International Conference on Image Processing, September 26-29, 2010. Link
    • B. Bhanu and Y. Lin, "Genetic algorithm based feature selection for target detection in SAR images," Image and Vision Computing, Vol. 21, No. 7, pp. 591-608, 2003. Link
  • Autonomous Navigation/Motion Understanding/Robotics
    • B. Bhanu, S. Das, B. Roberts and D. Duncan, "A system for obstacle detection during rotorcraft low altitude flight," IEEE Transactions on Aerospace and Electronic Systems, Vol. 32, No. 3, pp. 875-897, 1996. Link
    • B. Bhanu, S. Das, P. Symosek, S. Snyder and B. Roberts, "Synergism of binocular and motion stereo for passive ranging," IEEE Transactions on Aerospace and Electronic Systems, Vol. 30, No. 3, pp. 709-721, 1994. Link
    • W. Burger and B. Bhanu, "A geometric constraint method for estimating 3-D camera motion," Proceedings IEEE Conference on Robotics and Automation, pp. 1155-1160, San Diego, California, May 8-13, 1994. Link
    • N. Braithwaite and B. Bhanu, "Robust guidance of a conventionally steered vehicle using destination bearing," Proceedings IEEE International Symposium on Intelligent Control, pp. 382-387, Chicago, Illinois, August 25-27, 1993. Link
    • B. Roberts and B. Bhanu, "Inertial navigation sensor integrated motion analysis for autonomous vehicle navigation," Journal of Robotic Systems, Vol. 9, No. 6, pp. 817-842, 1992. Link
    • B. Bhanu, R. Nevatia and E. Riseman, "Dynamic-scene and motion analysis using passive sensors - PART II: Displacement-field and feature-based approaches," IEEE Expert, Vol. 7, No. 1, pp. 53-64, 1992. Link
    • B. Bhanu, R. Nevatia and E. Riseman, "Dynamic-scene and motion analysis using passive sensors - PART I: A qualitative approach," IEEE Expert, Vol. 7, No. 1, pp. 45-52, 1992. Link
    • B. Bhanu, B. Roberts, D. Duncan and S. Das, "A system for obstacle detection during rotorcraft low-altitude flight," Proceedings IEEE Workshop on Applications of Computer Vision, pp. 92-99, Palm Springs, California, November/December 1992. Link
    • B. Bhanu, P. Symosek, S. Snyder, B. Roberts and S. Das, "Integrated binocular and motion stereo in an inertial navigation sensor-based mobile vehicle," Proceedings IEEE International Symposium on Intelligent Control, pp. 60-65, Glasgow, United Kingdom, August 1992. Link
    • B. Bhanu and W. Burger, "A qualitative approach to dynamic scene understanding, Computer Vision," Graphics and Image Processing - Image Understanding, Vol. 54, No. 2, pp. 184-205, 1991. Link
    • W. Burger and B. Bhanu. "Qualitative understanding of scene dynamics for mobile robots," International Journal of Robotics Research, Vol. 9, No. 6, pp. 74-90, 1990. Link
    • W. Burger and B. Bhanu, "Estimating 3-D egomotion from perspective image sequences, IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI Vol. 12, No. 11, pp. 1040-1058, 1990. Link
    • B. Bhanu, B. Roberts and J. Ming, "Inertial navigation sensor integrated motion analysis for obstacle detection," Proceedings IEEE International Conference on Robotics and Automation, pp. 954-959, Raleigh, North Carolina, May 1990. Link
    • W. Burger and B. Bhanu, "On computing a 'fuzzy' focus of expansion for autonomous navigation," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 563-568, San Diego, California, June 1989. Link
    • B. Bhanu and W. Burger, "Approximation of displacement fields using wavefront region growing," Computer Vision, Graphics and Image Processing, Vol. 41, No. 3, pp. 306-322, 1988. Link
    • H. Nasr and B. Bhanu, "Landmark recognition for autonomous mobile robots," Proceedings IEEE International Conference on Robotics and Automation, pp. 1218-1223, Philadelphia, Pennsylvania, April 1988. Link
    • W. Burger and B. Bhanu, "Dynamic scene understanding for autonomous mobile robots," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, pp. 736-741, Ann Arbor, Michigan, June 1988. Link
    • B. Bhanu and W. Burger, "Estimation of image motion using wavefront region growing," Proceedings 1st International Conference on Computer Vision, pp. 428-432, London, United Kingdom, June 1987. Link
    • B. Bhanu, H. Nasr, P. Symosek, W. Burger, M. Gluch, D. Panda, ''Knowledge-based analysis of scene dynamics for an autonomous land vehicle,'' Proceedings 14th Annual Technical Symposium20 August 1, 2009 Association of Unmanned Vehicle Systems, AUVS-87, Washington DC, July 1987, 16 pages, 1987. Link
    • H. Nasr, B. Bhanu and S. Schaffer, "Landmark recognition for autonomous land vehicle navigation," Proceedings AI Technology Symposium, pp. 31-65, Honeywell Systems and Research Center, Minneapolis, Minnesota, June 9, 1987. Link
    • W. Burger and B. Bhanu, "Qualitative motion understanding," Proceedings 10th International Joint Conference on Artificial Intelligence (IJCAI-87), pp. 819-821, Milan, Italy, August 1987. Link
  • Computational Methods
    • B. Bhanu, "Computation of two-dimensional complex cepstrum," Proceedings 7th International Conference on Acoustics, Speech and Signal Processing, pp. 140-143, Paris, France, May 3-5, 1982. Link
    • B. Bhanu and J.H. McClellan, "On the computation of complex cepstrum," IEEE Transactions on Acoustics, Speech, and Signal Processing, ASSP Vol. 28, No. 5, pp. 583-585, 1980. Link

Video Networks/Analysis

  • VideoWeb Lab
    • B. Bhanu, A. Prati, F. Qureshi (Editors), Special issue on "Image Understanding for Real-World Distributed Video Networks" Computer Vision and Image Understanding (CVIU), Vol. 134, pp. 46-140, May 2015. Link
    • Y. Li and B. Bhanu, "Camera pan/tilt control with multiple trackers" 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • H. Nguyen, B. Bhanu, A. Patel, and R. Diaz, "Design and optimization of the VideoWeb wireless camera network," EURASIP Journal on Image and Video Processing, Special Issue on Multicamera Information Processing: Acquisition, Collaboration, Interpretation, and Production, 13 journal pages, 2010. Link
    • Y. Li and B. Bhanu and Wei Lin, "Auction protocol for camera active control," IEEE International Conference on Image Processing, September 26-29, 2010. Link
    • H. Nguyen, B. Bhanu, A. Patel, and R. Diaz, "VideoWeb: Design of a wireless camera network for real-time monitoring of activities," Third ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, 30 August - 2 September, 2009. Link
    • Y. Li and B. Bhanu, "A comparison of techniques for camera selection and handoff in a video network," Third ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, 30 August - 2 September, 2009. Link
    • X. Zou and B. Bhanu, "Anomalous activity classification in the distributed camera network," IEEE International Conference on Image Processing, San Diego, CA, October 12-15, 2008. Link
  • Super Resolution
    • L. An and B. Bhanu, "Face image super-resolution using 2D CCA," Signal Processing, 103, pp. 183-194, 2014. Link
    • L. An and B. Bhanu, "Image super-resolution by extreme learning machine," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • A. Le and B. Bhanu, "Improved Image Super-Resolution by Support Vector Regression," International Joint Conference on Neural Networks, San Jose, California, July 31 - August 5, 2011. Link
    • J. Yu and B. Bhanu, "Super-resolution of deformed facial images in video," IEEE International Conference on Image Processing, San Diego, CA, October 12-15, 2008. Link
    • J. Yu and B. Bhanu, "Super-resolution of facial images in video with expression changes," IEEE International Conference On Advanced Video and Signal Based Surveillance, Santa Fe, NM, September 1-3, 2008. Link
    • J. Yu and B. Bhanu, "Super-resolution restoration of facial images in video," International Conference on Pattern Recognition, Vol. 4, pp. 342-345, Hong Kong, China, Aug. 21-24, 2006. Link
  • Tracking/Re-Identification
    • L. Feng and B. Bhanu, “Tracking people by evolving social groups: An approach with social network perspective,” IEEE Winter Applications Computer Vision (WACV) Conference, January 6-8, 2015, Big Island, HI. Link
    • Z. Jin, L. An and B. Bhanu, “Group structure preserving pedestrian tracking in a multi-camera Video network,” IEEE Transactions on Circuits and Systems for Video Technology 2016. Link
    • L. An, M. Kafai, S. Yang and B. Bhanu, “Person re-identification with reference descriptor,” IEEE Transactions on Circuits and Systems for Video Technology, 2015. Link
    • L. An, S. Yang and B. Bhanu, “Person re-identification by robust canonical correlation analysis,” IEEE Signal Processing Letters, 22(8):1103-1107, 2015. Link
    • X. Chen, L. An, and B. Bhanu, “Multi-target tracking in non-overlapping cameras using a reference set,” IEEE Sensors Journal, Vol. 15, No. 5, pp. 2692-2704, May 2015. Link
    • L. Feng and B. Bhanu, “Understanding dynamic social grouping behaviors of pedestrians,” IEEE Selected Topics on Signal Processing, Vol. 9, No. 2, pp. 317-329, March 2015. Link
    • Z. Jin and B. Bhanu, “Pedestrian tracking with crowd simulation models in a multi-camera system,” Computer Vision and Image Understanding, Vol. 134, pp. 48-63, April 2015. Link
    • L. An, M. Kafai, S. Yang and B. Bhanu, "Reference-based person re-identification," 10th IEEE International Conference on Advanced Video and Signal-based Surveillance, Krakow, Poland, August 27-30, 2013. Link
    • B. Bhanu, N. Thune and M. Thune, "CAOS: A hierarchical robot control system," Proceedings IEEE International Conference on Robotics and Automation, pp. 1603-1608, Raleigh, North Carolina, March 1987. Link
    • B. Bhanu and N. Thune, "Knowledge-based robot control on a multiprocessor in a multisensor environment," Proceedings 2nd International Conference on Robotics and Factories of the Future, San Diego, California, July 28-31, 1987. Link
    • B. Bhanu, N. Thune, J. K. Lee, M. Thune, ''Hierarchical robot control in a multisensor environment,'' Proceedings SPIE Conference Intelligent Robots and Computer Vision, Vol. 726, Cambridge, Massachusetts, October 1986, pp. 453-461, 1986. Link
    • T. Henderson, C. Hansen and B. Bhanu, "A framework for distributed sensing and control," Proceedings 9th International Joint Conference on Artificial Intelligence (IJCAI-85), pp. 1106-1109, Los Angeles, California, August 18-23, 1985. Link
    • T. Henderson, C. Hansen, B. Bhanu, ''The synthesis of logical sensor specifications,'' Proceedings SPIE Conference on Intelligent Robots and Computer Vision, Vol. 579, Cambridge, Massachusetts, September 1985, pp. 442-445, 1985. Link
    • T. Henderson, C. Hansen, B. Bhanu and E. Shilcrat, "ASP: An algorithm and sensor performance evaluation system," Proceedings 9th Pecora Memorial Remote Sensing Symposium, pp. 201-207, Sioux Falls, South Dakota, October 2-4, 1984. Link
    • T. Henderson, B. Bhanu, C. Hansen, ''Distributed control in multi-sensor kernel system,'' Proceedings SPIE Conference on Intelligent Robots and Computer Vision, Vol. 521, Cambridge, Massachusetts, November 1984, pp. 253-255, 1984. Link
  • Sensing and Control
    • B. Bhanu, N. Thune and M. Thune, "CAOS: A hierarchical robot control system," Proceedings IEEE International Conference on Robotics and Automation, pp. 1603-1608, Raleigh, North Carolina, March 1987. Link
    • B. Bhanu and N. Thune, "Knowledge-based robot control on a multiprocessor in a multisensor environment," Proceedings 2nd International Conference on Robotics and Factories of the Future, San Diego, California, July 28-31, 1987. Link
    • B. Bhanu, N. Thune, J. K. Lee, M. Thune, ''Hierarchical robot control in a multisensor environment,'' Proceedings SPIE Conference Intelligent Robots and Computer Vision, Vol. 726, Cambridge, Massachusetts, October 1986, pp. 453-461, 1986. Link
    • T. Henderson, C. Hansen and B. Bhanu, "The specification of distributed sensing and control," Journal of Robotic Systems, Vol. 2, No. 4, pp. 387-396, 1985. Link
    • T. Henderson, C. Hansen and B. Bhanu, "A framework for distributed sensing and control," Proceedings 9th International Joint Conference on Artificial Intelligence (IJCAI-85), pp. 1106-1109, Los Angeles, California, August 18-23, 1985. Link
    • T. Henderson, C. Hansen, B. Bhanu, ''The synthesis of logical sensor specifications,'' Proceedings SPIE Conference on Intelligent Robots and Computer Vision, Vol. 579, Cambridge, Massachusetts, September 1985, pp. 442-445, 1985. Link
    • T. Henderson, C. Hansen, B. Bhanu and E. Shilcrat, "ASP: An algorithm and sensor performance evaluation system," Proceedings 9th Pecora Memorial Remote Sensing Symposium, pp. 201-207, Sioux Falls, South Dakota, October 2-4, 1984. Link

Image/Video Database and Learning

  • Relevance Feedback
    • Y. Sun and B. Bhanu, "Image retrieval with feature selection and relevance feedback," IEEE International Conference on Image Processing, September 26-29, 2010. Link
    • Y. Sun and B. Bhanu, "Image retrieval with feature selection and relevance feedback," IEEE International Conference on Image Processing, September 26-29, 2010. Link
    • P. Yin, B. Bhanu, K. Chang and A. Dong, "Integrating relevance feedback techniques for image retrieval using reinforcement learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 10, pp. 1536-1551, Oct. 2005. Link
    • J. Peng, B. Bhanu and S. Qing, "Probabilistic feature relevance learning for content-based image retrieval," Computer Vision and Image Understanding, Vol. 75, No. 1/2, pp. 150-164, 1999. (Special Issue of Content-Based Access of Image and Video Libraries) Link
  • Semantics
    • L. Feng and B. Bhanu, "Automated identification and retrieval of moth images with semantically related visual attributes on the wings," International Conference on Image Processing, Melbourne, Australia, Sept. 15-18, 2013. Link
    • L. Feng and B. Bhanu, "Semantic-visual concept relatedness and co-occurrences for image retrieval," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • L. Feng and B. Bhanu, "Utilizing co-occurrence patterns for semantic concept detection in images," 21st International Conference on Pattern Recognition, Tsukuba Science City, Japan, Nov. 11-15, 2012. Link
    • L. Feng and B. Bhanu, "Concept learning with co-occurrence network for image retrieval," Seventh IEEE International Workshop on Multimedia Information Processing and Retrieval, Dana Point, CA, Dec. 5-7, 2011. Link
  • Spatial Databases
    • R. Li, B. Bhanu, C. Ravishankar, M. Kurth and J. Ni, "Uncertain spatial data handling: Modeling, indexing and query," Computers and Geosciences, Vol. 33, pp. 42-61, 2007. Link
    • B. Bhanu, R. Li, C. Ravishankar and J. Ni, "Handling uncertain spatial data: Comparisons between indexing structures," Proc. Third International Workshop on Pattern Recognition in Remote Sensing (PRRS '04), Kingston upon Thames, UK, August 27, 2004. Link
  • Retrieval
    • M. Kafai, K. Eshghi and B. Bhanu, "Discrete cosine transform based locality-sensitive hashes for retrieval," IEEE Transactions on Multimedia, Vol. 16, Issue 4, pp. 1090-1103, June 2014. Link
    • L. Feng and B. Bhanu, "Automated identification and retrieval of moth images with semantically related visual attributes on the wings," International Conference on Image Processing, Melbourne, Australia, Sept. 15-18, 2013. Link
    • X. Chen, L. An and B. Bhanu, "Improving large scale face image retrieval using multi-level features," International Conference on Image Processing, Melbourne, Australia, Sept. 15-18, 2013. Link
    • L. Feng and B. Bhanu, "Semantic-visual concept relatedness and co-occurrences for image retrieval," International Conference on Image Processing, Orlando, FL, Sept. 30-Oct. 3, 2012. Link
    • L. Feng and B. Bhanu, "Concept learning with co-occurrence network for image retrieval," Seventh IEEE International Workshop on Multimedia Information Processing and Retrieval, Dana Point, CA, Dec. 5-7, 2011. Link
    • A. Bianchi, B. Bhanu and Y. Sun, "Image retrieval of highly similar objects," ICPR Workshop on Analysis and Evaluation of Large Scale Multimedia Collection, August 22, 2010, held in conjunction with International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, 2010. Link
    • Y. Sun and B. Bhanu, "Image retrieval with feature selection and relevance feedback," IEEE International Conference on Image Processing, September 26-29, 2010. Link
    • R. Li, B. Bhanu and A. Dong, "Feature synthesized EM algorithm for image retrieval," ACM Transactions on Multimedia Computing, Communications and Application, Vol.4, No. 2, pp. 1-18, May 2008. Link
    • P. Yin, B. Bhanu, K. Chang and A. Dong, "Integrating relevance feedback techniques for image retrieval using reinforcement learning," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 10, pp. 1536-1551, Oct. 2005. Link
    • A. Dong and B. Bhanu "A new semi-supervised EM algorithm for image retrieval," Proceedings IEEE Conference on Computer Vision and Pattern Recognition, Vol. II, pp. 662-667, Madison, WI, June 18-20, 2003. Link
    • J. Peng and B. Bhanu, "Independent feature analysis for image retrieval," In Machine Learning and Data Mining in Pattern Recognition, P. Perner and M. Petrou, (Eds.), pp. 103-115, Springer, 1999. Link
    • J. Peng, B. Bhanu and S. Qing, "Probabilistic feature relevance learning for content-based image retrieval," Computer Vision and Image Understanding, Vol. 75, No. 1/2, pp. 150-164, 1999. (Special Issue of Content-Based Access of Image and Video Libraries) Link