University of California, Riverside UCR


November 1998

  • B. Bhanu, “Integrated recognition, learning and image databases: Image understanding research at University of California, Riverside,” Proceedings DARPA Image Understanding Workshop, pp. 969-978, Monterey, California, November 20-23, 1998.
  • B. Bhanu, Y. Lin, G. Jones and J. Peng, “Adaptive target recognition using reinforcement learning,” Proceedings DARPA Image Understanding Workshop, pp. 1177-1180, Monterey, California, November 20-23, 1998.
  • M. Boshra and B. Bhanu, “Bounding fundamental performance of feature-based object recognition,” Proceedings DARPA Image Understanding Workshop, pp. 1155-1162, Monterey, California, November 20-23, 1998.
  • G. Jones III, B. Bhanu and J. Guo, “Geometrical and magnitude invariants for recognition of articulated and non-standard objects in MSTAR images,” Proceedings DARPA Image Understanding Workshop, pp. 1163-1170, Monterey, California, November 20-23, 1998.
  • J. Peng, B. Bhanu and Y. Zeng, “Probabilistic feature relevance learning for online indexing,” Proceedings DARPA Image Understanding Workshop, pp. 1171-1176, Monterey, California, November 20-23, 1998.
  • G. Sudhir and B. Bhanu, “Interactive target recognition using a database-retrieval oriented approach,” Proceedings DARPA Image Understanding Workshop, pp. 1149-1154, Monterey, California, November 20-23, 1998.

May 1997

  • B. Bhanu, “Image understanding research at University of California, Riverside: Integrated recognition, learning and image databases,” Proceedings DARPA Image Understanding Workshop, pp. 483-494, New Orleans, Louisiana, May 13-15, 1997.
  • B. Bhanu, X. Bao and J. Peng, “Reinforcement learning integrated image segmentation and object recognition,” Proceedings DARPA Image Understanding Workshop, pp. 1145-1154, New Orleans, Louisiana, May 13-15, 1997.
  • B. Bhanu and B. Tian, “Multiple stochastic models for recognition of occluded targets in SAR images,” Proceedings DARPA Image Understanding Workshop, pp. 1119-1128, New Orleans, Louisiana, May 13-15, 1997.
  • G. Jones and B. Bhanu, “Invariants for the recognition of articulated and occluded objects in SAR images,” Proceedings DARPA Image Understanding Workshop, pp. 1135-1144, New Orleans, Louisiana, May 13-15, 1997.
  • J. Ahn and B. Bhanu, “Matching of articulated objects in SAR images,” Proceedings DARPA Image Understanding Workshop, pp. 1167-1171, New Orleans, Louisiana, May 13-15, 1997.

February 1996

  • B. Bhanu, “Image understanding research at University of California, Riverside: Robust recognition of objects in real-world scenes,” Proceedings ARPA Image Understanding Workshop, pp. 117-128, Palm Springs, California, February 12-16, 1996.
  • S. Zhang and B. Bhanu, “Automatic model construction for object recognition using inverse synthetic aperture radar images,” Proceedings ARPA Image Understanding Workshop, pp. 1229-1236, Palm Springs, California, February 12-16, 1996.
  • Y.-J. Zheng and B. Bhanu, “Performance improvement by input adaptation using modified Hebbian learning,” Proceedings ARPA Image Understanding Workshop, pp. 1381-1387, Palm Springs, California, February 12-16, 1996.
  • S. Rong and B. Bhanu, “Reinforcement learning for integrating context with clutter models for target detection,” Proceedings ARPA Image Understanding Workshop, pp. 1389-1394, Palm Springs, California, February 12-16, 1996.
  • B. Bhanu, G. Jones, J. Ahn, M. Li and J. Yi, “Recognition of articulated objects in SAR images,” Proceedings ARPA Image Understanding Workshop, pp. 1237-1250, Palm Springs, California, February 12-16, 1996.
  • J. Peng and B. Bhanu, “Delayed reinforcement learning for closed-loop object recognition,” Proceedings ARPA Image Understanding Workshop, pp. 1429-1435, Palm Springs, California, February 12-16, 1996.
  • T.A. Ferryman and B. Bhanu, “A Bayesian approach for the segmentation of SAR images using dynamically selected neighborhoods,” Proceedings ARPA Image Understanding Workshop, pp. 891-896, Palm Springs, California, February 12-16, 1996.

November 1994

  • B. Bhanu, “Image understanding research at University of California, Riverside,” Proceedings ARPA Image Understanding Workshop, pp. 3-8, Monterey, California, November 13-16, 1994.
  • R.N. Braithwaite and B. Bhanu, “Target detection using phase-based Gabor element aggregation,” Proceedings ARPA Image Understanding Workshop, pp. 511-514, Monterey, California, November 13-16, 1994.
  • W. Burger and B. Bhanu, “Signal-to-symbol conversion for structural object recognition using hidden Markov models,” Proceedings ARPA Image Understanding Workshop, pp. 1287-1291, Monterey, California, November 13-16, 1994.
  • R. Dutta and B. Bhanu, “A learning system for consolidated recognition and motion analysis,” Proceedings ARPA Image Understanding Workshop, pp. 773-776, Monterey, California, November 13-16, 1994.
  • J. Peng and B. Bhanu, “Closed-loop object recognition using reinforcement learning,” Proceedings ARPA Image Understanding Workshop, pp. 777-780, Monterey, California, November 13-16, 1994.
  • S. Rong and B. Bhanu, “Characterizing natural backgrounds for target detection,” Proceedings ARPA Image Understanding Workshop, pp. 501-504, Monterey, California, November 13-16, 1994.
  • X. Wu and B. Bhanu, “Target recognition using multi-scale Gabor filters,” Proceedings ARPA Image Understanding Workshop, pp. 505-509, Monterey, California, November 13-16, 1994.
  • K. Boyer, L. Hall, P. Langley, B. Bhanu and B. Draper, “Report of the AAAI Fall Symposium on Machine Learning and Computer Vision: What, Why and How?,” Proceedings ARPA Image Understanding Workshop, pp. 727-731, Monterey, California, November 13-16, 1994.

January 1992

  • B. Bhanu and T. Jones, “Image understanding research for automatic target recognition,” Proceedings DARPA Image Understanding Workshop, pp. 249-254, San Diego, California, January 26-29, 1992.

September 1990

  • B. Bhanu, “Image understanding research at Honeywell,” Proceedings DARPA Image Understanding Workshop, pp. 70-75, Pittsburgh, Pennsylvania, September 1990.
  • B. Bhanu, S. Lee and J. Ming, “Self-optimizing control system for adaptive image segmentation,” Proceedings DARPA Image Understanding Workshop, pp. 583-596, Pittsburgh, Pennsylvania, September 1990.
  • J. Ming and B. Bhanu, “A multistrategy learning approach for target model recognition, acquisition and refinement,” Proceedings DARPA Image Understanding Workshop, pp. 742-756, Pittsburgh, Pennsylvania, September 1990.
  • B. Roberts and B. Bhanu, “Inertial navigation sensor integrated motion analysis for autonomous vehicle navigation,” Proceedings DARPA Image Understanding Workshop, pp. 364-375, Pittsburgh, Pennsylvania, September 1990.
  • P. Symosek, B. Bhanu, S. Snyder and B. Bhanu, “Motion and binocular stereo integrated system for passive ranging,” Proceedings DARPA Image Understanding Workshop, pp. 356-363, Pittsburgh, Pennsylvania, September 1990.

May 1989

  • B. Bhanu, “Understanding scene dynamics,” Proceedings DARPA Image Understanding Workshop, pp. 147-164, Palo Alto, California, May 23-26, 1989.
  • B. Bhanu, B. Roberts and J. Ming, “Inertial navigation sensor integrated motion analysis,” Proceedings DARPA Image Understanding Workshop, pp. 747-763, Palo Alto, California, May 23-26, 1989.
  • B. Bhanu, S. Lee and J. Ming, “Adaptive image segmentation using a genetic algorithm,” Proceedings DARPA Image Understanding Workshop, pp. 1043-1055, Palo Alto, California, May 23-26, 1989.
  • B. Bhanu, P. Symosek, J. Ming, W. Burger, H. Nasr and J. Kim, “Qualitative target motion detection and tracking,” Proceedings DARPA Image Understanding Workshop, pp. 370-398, Palo Alto, California, May 23-26, 1989.

April, 1988

  • B. Bhanu and D. Panda, “Qualitative reasoning and modeling for robust target tracking and recognition from a mobile platform,” Proceedings DARPA Image Understanding Workshop, pp. 96-102, Cambridge, Massachusetts, April 6-8, 1988.
  • B. Bhanu and W. Burger, “Qualitative motion detection and tracking of targets from a mobile platform,” Proceedings DARPA Image Understanding Workshop, pp. 289-318, Cambridge, Massachusetts, April 6-8, 1988.
  • H. Nasr and B. Bhanu, “Dynamic model matching for target recognition from a mobile platform,” Proceedings DARPA Image Understanding Workshop, pp. 527-536, Cambridge, Massachusetts, April 6-8, 1988.
  • B. Bhanu and J. Ming, “TRIPLE: A multi-strategy machine learning approach to target recognition,” Proceedings DARPA Image Understanding Workshop, pp. 537-547, Cambridge, Massachusetts, April 6-8, 1988.

February 1987

  • B. Bhanu, D. Panda and R. Aggarwal, “Honeywell progress on knowledge-based robust target recognition and tracking,” Proceedings DARPA Image Understanding Workshop, pp. 122-126, Los Angeles, California, February 1987.
  • B. Bhanu and W. Burger, “DRIVE - dynamic reasoning from integrated visual evidence,” Proceedings DARPA Image Understanding Workshop, pp. 581-588, Los Angeles, California, February 1987.
  • B. Bhanu and P. Symosek, “Interpretation of terrain using hierarchical symbolic grouping for multi-spectral images,” Proceedings DARPA Image Understanding Workshop, pp. 466-474, Los Angeles, California, February 1987.
  • H. Nasr, B. Bhanu and S. Schaffer, “Guiding an autonomous land vehicle using knowledge-based landmark recognition, Proceedings DARPA Image Understanding Workshop, pp. 432-439, Los Angeles, California, February 1987.