CURRICULUM VITAE OF TREVOR J. DARRELL
`
`June 1st, 2012
`
`I. Education:
`
`School
`
`
`
`
`
`
`
`University of Pennsylvania.
`MIT
`
`
`
`MIT
`
`
`
`
`
`II. Experience:
`
`Degree
`
`B.S.E
`MS
`
`Ph.D.
`
`
`
`
`
`
`
`Date
`
`1988
`1991
`1996
`
`Employer
`
`Position
`
`Beginning Ending
`
`Sys. Prog./Administrator
`Univ. of Pennsylvania
`Cold Spring Harbor Lab Teaching Assistant
`Stanford University
`Visiting Researcher
`Stanford University
`Visiting Instructor
`Interval Research Corp. Research Staff
`MIT
`Assistant Professor
`MIT
`Associate Professor
`ICSI
`Group Leader
`UC Berkeley CS
`Associate Adjunct Professor
`UC Berkeley CS
`Professor in Residence
`
`
`1985
`1994
`1994
`1997
`1996
`1999
`2003
`2008
`2008
`2011
`
`1988
`1994
`1994
`1997
`1999
`2003
`2008
`present
`2011
`present
`
`
`
`
`III. Professional Service:
`
`Activity
`
`Beginning
`
`Ending
`
`
`Conference on Computer Vision and Pattern Recognition (CVPR)
`
`Program Committee
`1999, 2000, 2004, 2005
` Area Chair
`2001, 2008
`
` Program Chair
`2010
`
`Conference on Face and Gesture Recognition
`
`
`
`Program Committee
`2000
`2000
`International Conference on Computer Vision (ICCV)
`
`
`
`Program Committee
`2000
`2000
` Area Chair
`2005
`2005
`International Conference on Multimodal Interfaces (ICMI)
`
`
`
`Program Committee
`2000, 2002
`
` Advisory board member, 2003-present
`2003
`present
`
`Program Chair
`2003
`2003
` General Chair
`2004
`2004
` Area Chair
`2005, 2006
`
`Conference on Perceptual User Interfaces (PUI)
`
`
`
`Program Chair
`2001
`2001
`
`Page 1 of 21
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`Petition for Inter Partes Review
`of U.S. Pat. No. 7,477,284
`IPR2013‐00219
`EXHIBIT
`Sony‐
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`

`

`CURRICULUM VITAE OF TREVOR J. DARRELL
`
`
`2002
`2002
`
`2003
`2003
`2004
`2005
`2005
`2006
`
`Conference on Ubiquitous Computing (UBICOMP)
`
`Program Committee
`NSF Panels (SBIR, HCI, ITR, CAREER, AI)
`DARPA Information Science and Technology Advisory Study
`Group (ISAT): Member
`Future Command Study
`
` Embedded Humans Study
` Trusted Deployable Adaptive Systems Study
` Data Taming Study
` Co-Chair, Adaptive and Interactive Representations Quick
`Reaction Study
`Chair, Exploitation of Persistent Operational Surveillance
`(EXPOSE) Study
`
`Neural Information Processing Systems (NIPS) Conference:
`2004
`
`Senior Program Committee
`Editor, CACM Special Issue on Perceptive Multimodal Interfaces 2004
`AAAI conference; Program Committee, 2004
`2004
`Associate Editor, Artificial Intelligence Journal
`2004
`Associate Editor, IEEE Trans. Pattern Analysis and
`
`Machine Intelligence
`2005
`DARPA Computer Sciences Futures Study (Junior Faculty),
`
`Member
`2006
`
`2007
`
`
`2002
`2008
`
`2007
`2004
`2005
`2006
`2006
`2006
`
`2007
`
`
`2004
`2004
`2004
`present
`
`present
`
`2006
`
`
`
`
`IV. Publications
`
` Books:
`
`
`
`1. Shakhnarovich, G., T. Darrell, and P. Indyk, eds., Nearest-Neighbor Methods in Learning
`and Vision, MIT Press, 2006
`
`Papers in Refereed Journals:
`1. Darrell, T. and K. Wohn, “Depth from Focus using a Pyramid Architecture,” Pattern
`Recognition Letters, 11(12), pp. 787-796, 1990.
`
`2. Pentland, A., S. Sherock, T. Darrell, and B. Girod, “Simple Range Cameras Based on
`Focal Error,” J. Optical Soc. of Am. A, 11(11), pp. 2925-2934, 1994.
`
`3. Darrell, T. and A. Pentland, “Cooperative Robust Estimation using Layers of Support,”
`IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(5), pp. 474-487,
`1995.
`
`4. Johnson, M., T. Darrell, and P. Maes, “Evolving Visual Routines,” Artificial Life
`Journal, 1(4), pp. 373-389, 1995.
`
`Page 2 of 21
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`CURRICULUM VITAE OF TREVOR J. DARRELL
`
`5. Darrell, T., I. Essa, and A. Pentland, “Task Specific Gesture Analysis using Interpolated
`Views,” IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1236-1242,
`December 1996.
`
`6. Maes, P., T. Darrell, B. Blumberg, and A. Pentland, “The ALIVE System: Wireless, Full-
`Body Interaction with Autonomous Agents,” Multimedia Systems, pp. 105-112, March 1997.
`
`7. Wren, C., A. Azarbayejani, T. Darrell, and P. Pentland, “Pfinder: Real-Time Tracking of
`the Human Body,” IEEE Transactions on Pattern Analysis and Machine Intelligence, pp.
`780-785, July 1997.
`
`8. Darrell, T., G. Gordon, M. Harville, and J. Woodfill, “Integrated person tracking using
`stereo, color, and pattern detection,” International Journal of Computer Vision, 37(2):
`175-185, June 2000.
`
`9. Ackerman, M., T. Darrell, and D. Weitzner, “Privacy in Context,” Human-Computer
`Interaction, 16:167-176, 2001.
`
`10. Darrell, T. and M. Covell, “Correspondence with Cumulative Similiarity Transforms,”
`IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, No. 2, pp.
`222-227, February 2001.
`
`11. Taycher, L. and T. Darrell, “Range Segmentation Using Visibility Constraints,”
`International Journal of Computer Vision, pp. 89-98, 2002.
`
`12. Demirdjian, D. and T. Darrell, “Using Multiple-Hypothesis Disparity Maps and Image
`Velocity for 3-D Motion Estimation,” International Journal of Computer Vision, Kluwer,
`pp. 219-222, 2002.
`
`13. F. Bentley, K. Tollmar, D. Demirdjian, K. Koile and T. Darrell. “Perceptive Presence,” IEEE
`Computer Graphics and Applications, pp. 26-36, September 2003.
`
`14. Fisher, J. and T. Darrell, “Speaker segregation with signal-level audiovisual
`correspondence,” IEEE Transactions on Multimedia, pp. 406-413, June 2004.
`
`15. Demirdjian, D., T. Ko, and T. Darrell, “Untethered Gesture Acquisition and Recognition
`for Virtual World Manipulation,”, Virtual Reality, Springer, pp. 222-230, 2005.
`
`16. Christoudias, C. M., L. Morency, and T. Darrell, “Non-Parametric Light-Field
`Deformable Models”, Computer Vision and Image Understanding, Elsevier, pp. 16-35,
`October 2006.
`17. Wilson, K., and T. Darrell, “Learning a Precedence Effect-like Weighting Function for
`the Generalized Cross-Correlation Framework”, IEEE Transactions on Audio, Speech,
`and Language Processing, pp. 2156-2164, November 2006.
`18. Grauman, K., and T. Darrell, “The Pyramid Match Kernel: Discriminative Classification
`with Sets of Image Features”, Journal of Machine Learning Research (JMLR), pp 725-
`760, April 2007.
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`Page 3 of 21
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`CURRICULUM VITAE OF TREVOR J. DARRELL
`
`19. Taycher, L., J. Fisher, and T. Darrell, “Combining Object and Feature Dynamics in
`Probabilistic Tracking”, Computer Vision and Image Understanding, Elsevier, accepted
`for publication, v.108(3): 243-260, 2007.
`20. Rahimi, A., B. Recht, and T. Darrell, “Learning to Transform Time Series with a Few
`Examples” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no
`10, pp. 1759-1775, October 2007.
`21. Quattoni, A., S. Wang, L.-P Morency, M. Collins, and T. Darrell, “Hidden-state
`Conditional Random Fields”, IEEE Transactions on Pattern Analysis and Machine
`Intelligence, accepted for publication, vol. 29, no. 10, pp. 1848-1852, October 2007.
`22. Morency, L.-P., C. Sidner, C. Lee, and T. Darrell, “Head Gestures for Perceptual
`Interfaces: The Role of Context in Improving Recognition”, Artificial Intelligence
`Journal, vol. 171, issue 8-9, pp 568-585, June 2007.
`
`23. Rahimi, A., L.-P. Morency, and T. Darrell, Reducing Drift in Differential Tracking,
`Computer Vision and Image Understanding (CVIU), pp. 97-111, February 2008.
`
`24. Saenko, K., K. Livescu, J. Glass, and T. Darrell, " Multistream Articulatory Feature-
`Based Models for Visual Speech Recognition", IEEE Transactions on Pattern Analysis
`and Machine Intelligence (PAMI), Vol. 31, No. 9, pp. 1700-1707, September 2009.
`
`25. Kapoor, A., K. Grauman, R. Urtasun, and T. Darrell, “Gaussian Processes for Object
`Categorization”, IJCV, vol. 88, no. 2, pp. 169-188, June 2010.
`
`26. Stone, Z., T. Zickler, and T. Darrell, “Toward Large-Scale Face Recognition Using
`Social Network Context”, Proceedings of the IEEE, 9 pp., August 2010.
`
` Proceedings of Highly Selective Refereed Conferences:
`1. Batchelder, N., and T. Darrell, “Psfig - A Ditroff preprocessor for PostScript figures,”
`USENIX Conference Proceedings, Phoenix, AZ, pp. 31-42, June 1987.
`
`2. Darrell, T. and K. Wohn, “Pyramid-based Depth from Focus,” in Proceedings, Conference
`on Computer Vision and Pattern Recognition (CVPR '88), Ann Arbor, MI, pp. 504-509,
`June 1988.
`
`3. Pentland, A., T. Darrell, M. Bove, and M. Turk, “A Simple Real-Time Range Camera,” in
`Proceedings, Conference on Computer Vision and Pattern Recognition (CVPR '89), San
`Diego, CA, pp. 256-261, June 1989.
`
`4. Darrell, T. and A. Pentland, “Segmentation by Minimal Description,” in Proceedings, Third
`International Conference on Computer Vision (ICCV ‘90), Tokyo, Japan, pp. 112-116,
`December 1990.
`
`5. Darrell, T. and A. Pentland, “On the Representation of Occluded Shapes,” in Proceedings,
`Conference on Computer Vision and Pattern Recognition (CVPR '91), Maui, HI, pp. 728-
`729, June 1991.
`
`Page 4 of 21
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`CURRICULUM VITAE OF TREVOR J. DARRELL
`
`6. Darrell, T. and A. Pentland, “Against Edges: Function Approximation with Multiple Support
`Maps,” in Advances in Neural Information Processing Systems (NIPS ’92), Denver, CO,
`pp. 388-395, December 1992.
`
`7. Darrell, T. and A. Pentland, “Space-Time Gestures,” in Proceedings, Conference on Computer
`Vision and Pattern Recognition (CVPR '93), New York, NY, pp. 335-340, June 1993.
`
`8. Darrell, T. and E. Simoncelli, “Nulling Filters and the Separation of Transparent Motions,”
`in Proceedings, Conference on Computer Vision and Pattern Recognition (CVPR '93),
`New York, NY, pp. 738.739, June 1993.
`
`9. Johnson, M., P. Maes, and T. Darrell, “Evolving Visual Routines,” in Proceedings,
`Conference on Artificial Life (ALIFE ‘94), Boston, MA, pp. 373-389, July 1994.
`
`10. Darrell, T., and A. Pentland, “Classifying Hand Gestures with a View-Based Distributed
`Representation,” Advances in Neural Information Processing Systems (NIPS ‘94), Denver,
`CO, pp. 945-952, December 1994.
`
`11. Maes, P., B. Blumberg, T. Darrell, A. Pentland, and A. Wexelblat, “Modeling Interactive
`Agents in ALIVE,” Proceedings of the Fourteenth International Joint Conference on
`Artificial Intelligence (IJCAI ‘95), Montreal, Canada, pp. 11-18, August 1995.
`
`12. Darrell, T., I. Essa, and A. Pentland, “Correlation and Interpolation Networks for Real time
`Expression Analysis/Synthesis,” in Advances in Neural Information Processing Systems 7
`(NIPS ‘95), Denver, CO, pp. 909-916, December 1995.
`
`13. Darrell, T. and A. Pentland, “Active Gesture Recognition using Learned Visual Attention,” in
`D. S. Touretzky, M. Mozer, and M. Hasselmo, eds., Advances in Neural Information
`Processing Systems (NIPS ‘96) 8, Denver, CO, pp. 67-72, December 1996.
`
`14. Darrell, T., “A radial cumulative similarity transform for robust image correspondence,”
`Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR
`‘98), Santa Barbara, CA, pp. 656-663, June 1998.
`
`15. Darrell, T., G. Gordon, M. Harville, and J. Woodfill , “Integrated person tracking using stereo,
`color, and pattern detection,” Proceedings of the IEEE Conference on Computer Vision and
`Pattern Recognition (CVPR '98), Santa Barbara, CA, pp. 601-609, June 1998.
`
`16. Darrell, T., “Example Based Image Synthesis of Articulated Figures,” Advances in Neural
`Information Processing Systems 11, (NIPS '98), Denver, CO, 768-774, 1999.
`
`17. Gordon, G., T. Darrell, M. Harville, and J. Woodfill, “Background Estimation and Removal
`Based on Range and Color,” Proceedings of the Conference on Computer Vision and Pattern
`Recognition (CVPR ’99), Ft. Collins, CO, pp. 459-464, June 1999.
`
`18. Covell, M. and T. Darrell, “Dynamic Occluding Contours: A new external energy term for
`snakes,” Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR
`‘98), Ft. Collins, CO, pp. 222-227, June 1999.
`
`Page 5 of 21
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`CURRICULUM VITAE OF TREVOR J. DARRELL
`
`19. Harville, M, A. Rahimi, T. Darrell, G. Gordon, and J. Woodfill, “3D Pose Tracking with Linear
`Depth and Brightness Constraints,” Proceedings of the International Conference on Computer
`Vision (ICCV ‘99), Corfu, Greece, pp. 206-213, September 1999.
`
`20. Covell, M., A. Rahimi, M. Harville, and T. Darrell, “Articulated-Pose Estimation using
`Brightness and Depth-Constancy Constraints,” Proceedings of the Conference on Computer
`Vision and Pattern Recognition (CVPR ’00), Hilton Head, SC, pp. 2438-2445, June 2000.
`
`21. Darrell, T., J. Fisher, P. Viola, and B. Freeman, “Audio-visual Segmentation and the Cocktail
`Party Effect,” Proceedings of the International Conference on Multimodal Interfaces (ICMI
`’00), Beijing, China, pp. 32-40, October 2000.
`
`22. Fisher, J., J. Trevor, B. Freeman, and P. Viola, “Learning Joint Statistical Models for Audio-
`Visual Fusion and Segregation,” Advances in Neural Information Processing Systems 13
`(NIPS ’00), Denver, CO, pp. 772-778, December 2000
`
`23. Shakhnarovich, G., L. Lee, and T. Darrell, “Integrated Face and Gait Recognition from
`Multiple Views,” Proceedings IEEE Conference on Computer Vision and Pattern
`Recognition (CVPR ‘01), Kauai, HI, pp. 439-446, December 2001.
`
`24. Rahimi, A., L.-P. Morency, and T. Darrell, “Reducing Drift in Parametric Motion Tracking,”
`Proceedings of the International Conference on Computer Vision (ICCV ‘01), Vancouver,
`Canada, pp. 315-322, July 2001.
`
`25. Demirdjian, D. and T. Darrell, “Motion Estimation from Disparity Images,” Proceedings of
`the International Conference on Computer Vision (ICCV ‘01), Vancouver, Canada, pp. 13-
`16, July 2001.
`
`26. Darrell, T., D. Demirdjian, N. Checka, and P. Felzenswalb, “Plan-view Trajectory Estimation
`with Dense Stereo Background Models,” Proceedings of the International Conference on
`Computer Vision (ICCV ‘01), Vancouver, Canada, pp. 628-635, July 2001.
`
`27. Shakhnarovich, G., J. Fisher, and T. Darrell, “Face recognition from long-term
`observations,” Proceedings of European Conference on Computer Vision (ECCV ‘02),
`Copenhagen, Denmark, pp. 850-868, May 2002.
`
`28. Fisher, J., and T. Darrell, “Probabilistic models and informative subspaces for audiovisual
`correspondence,” Proceedings of European Conference on Computer Vision (ECCV ‘02),
`Copenhagen, Denmark, pp. 592-603, May 2002.
`
`29. Darrell, T., K. Tollmar, F. Bentley, N. Checka, L.-P. Morenecy, A. Rahimi, and A. Oh,
`“Face-responsive interfaces: from direct manipulation to perceptive presence,” Proceedings
`Ubiquitous Computing Conference, (UBICOMP ’02), Goteburg, Sweden, pp. 135-151,
`September 2002.
`
`30. Demirdjian, D. and T. Darrell, “3-D articulated pose tracking for untethered deictic
`reference,” Proceedings International Conf. on Multimodal Interfaces, Pittsburgh, PA, pp.
`267-272, October 2002.
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`Page 6 of 21
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`CURRICULUM VITAE OF TREVOR J. DARRELL
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`31. Wilson, K., V. Rangarajan, N. Checka, and T. Darrell, “Audiovisual arrays for untethered
`spoken interface,” Proceedings International Conference on Multimodal Interfaces,
`Pittsburgh, PA, p. 389-394, October 2002.
`
`32. Rahimi, A. and T. Darrell, “Location Estimation with a Differential Update Network,”
`Advances in Neural Information Processing, (NIPS ’02), Vancouver, Canada, pp. 1049-1056,
`December 2002.
`
`33. Taycher, L., J. W. Fisher III, and T. Darrell, “Recovering Articulated Model Topology from
`Observed Motion,” Advances in Neural Information Processing Systems, (NIPS ’02),
`Vancouver, Canada, pp. 1311-1318, December 2002.
`
`34. Morency, L., A. Rahimi, and T. Darrell, “Adaptive View-based Appearance Model,”
`Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR ’03),
`Madison, WI, pp. 803-810, June 2003.
`
`35. Demirdjian. D., T. Ko, and T. Darrell, “Constraining Human Body Tracking,” Proceedings
`International Conference on Computer Vision, (ICCV ’03), Nice, France, pp. 1071-1078,
`October 2003.
`
`36. Grauman, K., G. Shakhnarovich, and T. Darrell, “Inferring 3D Structure with a Statistical
`Shape Model,” Proceedings International Conference on Computer Vision (ICCV ’03), Nice,
`France, pp. 641-648, October 2003.
`
`37. Shakhnarovich. G., P. Viola, and T. Darrell, “Fast Pose Estimation with Parameter-sensitive
`Hashing,” Proceedings International Conference on Computer Vision (ICCV ’03), Nice,
`France, pp. 750-757, October 2003.
`
`38. Koile, K., K. Tollmar, D. Demirdjian, and T. Darrell, “Activity Zones for Context-Aware
`Computing,” Proceedings, Ubiquitous Computing Conference (UBICOMP ’03), Seattle,
`WA, pp. 90-106, October 2003.
`
`39. Siracusa, M., K. Wilson, L. Morency, J. Fisher, and T. Darrell, “A Multi-Modal Approach for
`Determining Speaker Location and Intent,” Proceedings, International Conference Multimodal
`Interfaces (ICMI ’03), Vancouver, Canada, pp. 77-80, November 2003.
`
`40. Ko, T., D. Dermidjian, and T. Darrell, “Untethered Gesture Acquisition and Recognition for
`a Multimodal Conversational System,” Proceedings, International Conference. Multimodal
`Interfaces (ICMI ‘03), Vancouver, Canada, pp. 147-150, December 2003.
`
`41. Grauman, K., G. Shakhnarovich, and T. Darrell, “A Bayesian Approach to Image-Based
`Visual Hull Reconstruction,” Proceedings IEEE Conference on Computer Vision and
`Pattern Recognition, (CVPR ’03), Madison, WI, pp. 187-194, June 2003.
`
`42. Christoudias, C. M., L. Morency, and T. Darrell, “Light Field Appearance Manifolds,”
`Proceedings of the European Conference on Computer Vision (ECCV ’04), Prague, Czech
`Republic, pp. 481-493, May 2004.
`
`Page 7 of 21
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`CURRICULUM VITAE OF TREVOR J. DARRELL
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`43. Rahimi, A. and T. Darrell, “Tracking People with a Sparse Network of Bearing Sensors,”
`Proceedings of the European Conference on Computer Vision, (ECCV’04), Prague, Czech
`Republic, pp. 507-518, May 2004.
`
`44. Grauman, K. and T. Darrell, “Fast Contour Matching Using Approximate Earth Mover's
`Distance,” Proceedings, IEEE Conference on Computer Vision and Pattern Recognition
`(CVPR ‘04), Washington, DC, Vol. 1, pp. 220-227, June 2004.
`
`45. Rahimi, A., B. Dunagan, and T. Darrell, “Simultaneous Calibration and Tracking with a
`Network of Non-Overlapping Sensors,” Proceedings, Conference on Computer Vision and
`Pattern Recognition (CVPR ’04), Washington, DC, pp. 187-194, June 2004.
`
`46. Yeh, T., K. Tollmar, and T. Darrell, “Searching the Web with Mobile Images for Location
`Recognition,” in Proceedings, Conference on Computer Vision and Pattern Recognition
`(CVPR ’04), Washington, DC, pp. 76-81, July 2004.
`
`47. Morency, L.-P., and T. Darrell, “From Conversational Tooltips to Grounded Discourse:
`Head Pose Tracking in Interactive Dialog Systems,” International Conference on
`Multimodal Interfaces (ICMI ‘04), State College, PA, pp. 32-37, October 2004.
`
`48. K. Saenko, T. Darrell, and J. Glass, “Articulatory Features for Robust Visual Speech
`Recognition,” Proceedings, International Conference on Multimodal Interfaces (ICMI),
`State College, PA, pp. 152-158, October 2004.
`
`49. Quattoni, A., M. Collins, and T. Darrell, “Conditional Random Fields for Object
`Recognition,” Advances in Neural Information Processing (NIPS ‘04), Vancouver, Canada,
`pp. 1097-1104, December 2004.
`
`50. Yeh, T., K. Grauman, K. Tollmar, and T. Darrell, “A Picture is Worth a Thousand
`Keywords: Image-Based Object Search on a Mobile Platform,” Proceedings ACM
`Conference on Human Factors in Computer Systems (CHI ‘05), Portland, OR, pp. 2025-
`2028, April 2005.
`
`51. Grauman, K. and T. Darrell, “Efficient Image Matching with Distributions of Local Invariant
`Features,” Proceedings, IEEE Conference on Computer Vision and Pattern Recognition
`(CVPR ‘05), San Diego, CA, vol. 2, pp. 627-634, June 2005.
`
`52. Rahimi, A., B. Recht, and T. Darrell, “Learning Appearance Manifolds from Video,”
`Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR ‘05),
`San Diego, CA, vol. 1, pp. 868-875, June 2005.
`
`53. Christoudias, C. M. and T. Darrell, “On Modelling Nonlinear Shape-and-Texture
`Manifolds,” Proceedings, IEEE Conference on Computer Vision and Pattern Recognition
`(CVPR ‘05), San Diego, CA, vol. 2, pp.1067-1074, June 2005.
`
`54. Taycher, L., J. W. Fisher, and T. Darrell, “Combining Object and Feature Dynamics in
`Probabilistic Tracking,” Proceedings, IEEE Conference on Computer Vision and Pattern
`Recognition (CVPR ‘05), San Diego, CA, vol. 2, pp.106-113, June 2005.
`
`Page 8 of 21
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`55. Arandjelovi, O., G. Shakhnarovich, J. Fisher, R. Cipolla, and T. Darrell, “Face recognition
`with image sets using manifold density divergence,” Proceedings, IEEE Conference on
`Computer Vision and Pattern Recognition (CVPR ‘05), San Diego, CA, vol. 1, pp- 581-
`588, June 2005.
`
`56. Grauman, K., and T. Darrell, “The Pyramid Match Kernel: Discriminative Classification
`with Sets of Image Features”, Proceedings of the International Conference on Computer
`Vision, (ICCV ’05), Beijing, China, pp. 1458-1465, October 2005.
`
`57. Saenko, K., K. Livescu, M. Siracusa, K. Wilson, J. Glass, and T. Darrell, “Visual Speech
`Recognition with Loosely Synchronized Feature Streams,” Proceedings of the
`International Conference on Computer Vision (ICCV ’05), Beijing, China, pp. 1424-1431,
`October 2005.
`
`58. Demirdjian, D., L. Taycher, G. Shakhnarovich, K. Grauman, and T. Darrell, “Avoiding the
`‘Streetlight Effect’: Tracking by Exploring Likelihood Modes, Proceedings of the
`International Conference on Computer Vision (ICCV ’05), Beijing, China, pp. 357-364,
`October 2005.
`
`59. Morency, L.P., C. Sidner, C. Lee, and T. Darrell, “Contextual Recognition of Head
`Gestures,” International Conference on Multimodal Interfaces (ICMI ’05), (Best paper
`award), Trento, Italy, pp. 18-24, October 2005. Also appears in Proc. AAAI-06, NECTAR
`track, July 2006.
`
`60. Morency, L.P., and T. Darrell, “Head Gesture Recognition in Intelligent Interfaces: The
`Role of Context in Improving Recognition”, Proceedings of the International Conference
`on Intelligent User Interfaces (IUI ’06), Sydney, Australia, pp. 32--38, January 2006.
`
`61. Taycher, L., G. Shakhnarovich, D. Demirdjian, and T. Darrell, “Conditional Random People:
`Tracking Humans with CRFs and Grid Filters,” Proceedings, IEEE Conference on Computer
`Vision and Pattern Recognition (CVPR ‘06), New York City, New York, pp. 222-229, June
`2006.
`
`62. Wang, S., A. Quattoni, L.P. Morency , D. Demirdjian, and T. Darrell, “Hidden Conditional
`Random Fields for Gesture Recognition,” Proceedings, IEEE Conference on Computer
`Vision and Pattern Recognition (CVPR ‘06), New York City, New York, June 2006 pp.
`1521-1527, June 2006.
`
`63. K. Grauman, and T. Darrell, Unsupervised Learning of Categories from Sets of Partially
`Matching Image Features,” Proceedings, IEEE Conference on Computer Vision and Pattern
`Recognition (CVPR ‘06), New York City, New York, pp. 19-25, June 2006.
`
`64. Morency, L., M. Christhoudias, and T. Darrell, Recognizing Gaze Aversion Gestures in
`Embodied Conversational Discourse, International Conference on Multimodal Interfaces
`(ICMI ’06) (Best paper award), Banff, Canada, 287-294, October 2006.
`
`65. Christhoudias, M., K. Saenko, L. Morency, and T. Darrell, Co-Adaptation of Audio-Visual
`Speech and Gesture Classifiers, International Conference on Multimodal Interfaces, (ICMI
`’06), Banff, Canada, pp. 84-91, October 2006.
`
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`66. Grauman, K., and T. Darrell, Approximate Correspondences in High Dimensions, Advances
`in Neural Information Processing (NIPS ‘06), Vancouver, Canada, 10 pp., December 2006.
`
`67. Quattoni, A., M. Collins, and T. Darrell, Learning Visual Representations using Images with
`Captions, Proceedings, IEEE Conference on Computer Vision and Pattern Recognition
`(CVPR ‘07), Minneapolis, pp. 1-8, June 2007
`
`68. Grauman, K., and T. Darrell, Pyramid Match Hashing: Sub-Linear Time Indexing Over
`Partial Correspondences, Proceedings, IEEE Conference on Computer Vision and Pattern
`Recognition (CVPR ‘07),. Minneapolis, pp. 1-8, June 2007
`
`69. Morency, L.-P., A. Quattoni, and T. Darrell, Latent Dynamic Discriminative Models for
`Continuous Gesture Recognition, Proceedings, IEEE Conference on Computer Vision and
`Pattern Recognition (CVPR ‘07), Minneapolis, pp. 1-8, June 2007
`
`70. Urtasun, R. and T. Darrell, Discriminative Gaussian Process Latent Variable Models for
`Classification, Proceedings International Conference in Machine Learning (ICML ’07),
`Corvalis, Oregon, pp. 927-934, June 2007.
`
`71. Kapoor, A., K. Grauman, R.Urtasun, and T. Darrell, “Active Learning with Gaussian
`Processes for Object Categorization”, Proceedings International Conference on Computer
`Vision (ICCV ’07), Rio De Janeiro, Brazil, 8 pp., October 2007.
`
`72. Yeh, T., J. Lee, and T. Darrell, “Adaptive Vocabulary Forests for Dynamic Indexing and
`Category Learning”, Proceedings International Conference on Computer Vision (ICCV ’07),
`Rio De Janeiro, Brazil, 8 pp., October 2007.
`
`73. Wang, S., D. Demirdjian, and T. Darrell, “Detecting communication errors from visual cues
`during the system's conversational turn”, Proceedings International Conference on
`Multimodal Interfaces (ICMI ’07), 8 pp., Nagoya, Japan, November 2007.
`
`74. Christoudias, M., R. Urtasun and T. Darrell, “Multi-View Learning in the Presence of View
`Disagreement”, 9 pp., In Proceedings of the Conference on Uncertainty in Artificial
`Intelligence (UAI), 2008.
`
`75. R. Urtasun, D. J. Fleet, A. Geiger, J. Popovic, T. Darrell and N. D. Lawrence,
`“Topologically-Constrained Latent Variable Models”, In International Conference in
`Machine Learning (ICML), pp. 104-118, Helsinki, Finland, July 2008
`
`76. Christoudias, M., R. Urtasun and T. Darrell, “Unsupervised Feature Selection via Distributed
`Coding for Multi-view Object Recognition”, 8pp., Conference on Computer Vision and
`Pattern Recognition CVPR 2008, Anchorage, AK, June 2008
`
`77. Quattoni, A., M. Collins, T. Darrell, “Transfer Learning for Image Classification with Sparse
`Prototype Representations”, 8 pp., Conference on Computer Vision and Pattern Recognition
`CVPR 2008, Anchorage, AK, June 2008
`
`78. Yeh, T., J. Lee, and T. Darrell, “Dynamic Visual Category Learning”, 8 pp., Conference on
`Computer Vision and Pattern Recognition CVPR 2008, Anchorage, AK, June 2008
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`79. Urtasun R., and T. Darrell, “Sparse probabilistic regression for activity-independent human
`pose inference”. 8 pp., Conference on Computer Vision and Pattern Recognition CVPR 2008,
`Anchorage, AK, June 2008
`
`80. Stone, Z., T. Zickler, and T. Darrell, “Autotagging Facebook: Social Network Context
`Improves Photo Annotation”, IEEE Workshop on Internet Vision, 8 pp., Anchorage, AK,
`June 2008. (Best Paper Award.)
`
`81. Yeh, T., J. Lee, and T. Darrell, “Photo-based Question Answering”, ACM Multimedia 2008,
`Pages 389-398, Vancouver, Canada, October 2008,
`
`82. Saenko, K., and T. Darrell, "Unsupervised Learning of Visual Sense Models for Polysemous
`Word”, Proc. NIPS 2008, 8 pp., Vancouver, Canada, December 2008.
`
`83. Yeh, T., and T. Darrell, “Fast Concurrent Object Localization and Recognition”, 8pp., To
`appear in the Conference on Computer Vision and Pattern Recognition, CVPR 2009.
`
`84. Christoudias, M., R. Urtasun, A. Kapoor and T. Darrell, “Co-training with Noisy Perceptual
`Observations”, 8 pp., To appear in the Conference on Computer Vision and Pattern
`Recognition, CVPR 2009.
`
`85. Geiger, A., R. Urtasun, and T. Darrell, “Rank Priors for Continuous Non-Linear
`Dimensionality Reduction”, 8 pp., To appear in the Conference on Computer Vision and
`Pattern Recognition, CVPR 2009.
`
`86. Frampton, M., R. Fernandez, P. Ehlen, M. Ehlen, M. Christoudias, T. Darrell and S. Peters
`(2009) “Who is ``You"? Combining Linguistic and Gaze Features to Resolve Second-Person
`References in Dialogue”, 9 pp., Proceedings of EACL'09, Athens, Greece
`
`87. Quattoni, A., X. Carreras, M. Collins, T. Darrell, “An Efficient Projection for l1,∞
`Regularization”, Proc. International Conference on Machine Learning 2009, 8 pp. Montreal,
`2009.
`
`88. Fritz. M., M. Black, G. Bradski, and T. Darrell, An Additive Latent Feature Model for
`Transparent Object Recognition, NIPS 2009, 9pp.
`
`89. Kulis, B., and T. Darrell, Learning to Hash with Binary Reconstructive Embeddings, NIPS
`2009, 9pp.
`
`90. Saenko K., and T. Darrell, Filtering Abstract Senses From Image Search Results, NIPS 2009,
`9 pp
`
`91. Salzmann, M., C. H. Ek, R. Urtasun, and T. Darrell. Factorized orthogonal latent spaces. In
`Proceedings of the Thirteenth International Conference on Artificial Intelligence and
`Statistics, May 2010. (8 pp.)
`
`92. Christoudias, M., R. Urtasun, M. Salzmann, and T. Darrell, Learning to Recognize Objects
`from Unseen Modalities, ECCV 2010. (14 pp.)
`
`93. Saenko, K., B. Kulis, M. Fritz, and T. Darrell, Adapting Visual Category Models to New
`Domains, ECCV 2010. (14 pp.)
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`94. Fritz, M., K. Saenko, and T. Darrell, Size Matters: Metric Visual Search Constraints from
`Monocular Metadata, NIPS 2010. 9pp
`
`95. Jia, Y., M. Salzmann, and T. Darrell, Factorized Latent Spaces with Structured Sparsity,
`NIPS 2010 9pp
`
`96. Miller, S., M. Fritz, T. Darrell, P. Abbeel, Parametrized Shape Models for Clothing, ICRA
`2011, 8pp
`
`97. Shyr, A., T. Darrell, M. Jordan, and R. Urtasun, Supervised Hierarchical Pitman-Yor Process
`for Natural Scene Segmentation, CVPR 2011, 8pp
`
`98. Kulis, B., K. Saenko, and T. Darrell, What You Saw is Not What You Get: Domain
`Adaptation Using Asymmetric Kernel Transforms, CVPR 2011, 8pp
`
`99. Owens, K. Saenko, A. Chakrabarti, Y. Xiong, T. Zickler, and T. Darrell. Learning Object
`Color Models from Multi-view Constraints, CVPR 2011, 8pp
`
`100. Karayev, S., Y. Jia, S. Fidler, M. Fritz, and T. Darrell, A Probabilistic Model for Recursive
`Factorized Image Features, CVPR 2011, 8pp
`
`101. Y. Jia and T. Darrell, Heavy-tailed Distances for Gradient Based Image Descriptors, NIPS
`2011, 8pp.
`
`102. R. Farrell, O. Oza, N. Zhang, V. Morariu, T. Darrell, and L. Davis, Birdlets: Subordinate
`Categorization Using Volumetric Primitives and Pose-Normalized Appearance, ICCV 2011,
`8pp.
`
`103. T. Tuytelaars, M. Fritz, K. Saenko, and T. Darrell, The NBNN Kernel, ICCV 2011, 8pp.
`
`104. Y. Jia, M. Salzmann, and T. Darrell, Learning Cross-modality Similarity for Multinomial
`Data, ICCV 2011, 8pp.
`
`105. S. Karayev, A. Janoch, Y. Jia, J. Barron, M. Fritz, K. Saenko, and T. Darrell, A Category-
`level 3-D Database: Putting the Kinect to Work, in ICCV 2011 Workshop on Consumer
`Depth Cameras for Computer Vision, 2011, 8pp.
`
`106. H O. Song, M. Fritz, C. Gu and T. Darrell, Visual Grasp Affordances From Appearance-
`Based Cues, ICCV Workshop on Challenges and Opportunities in Robot Perception, 2011,
`8pp.
`
`107. P. Wang, S. Miller, M. Fritz, T. Darrell, and P. Abbeel, Perception for the Manipulation of
`Socks, IROS 2011, 8pp.
`
`108. K. Saenko, Y. Jia, M. Fritz, J. Long, A. Janoch, A. Shyr, S. Karayev and T. Darrell,
`Practical 3-D Object Detection Using Category and Instance-Level Appearance Models,
`IROS 2011, 8pp.
`
`109. S. Miller, M. Fritz, T. Darrell, and P. Abbeel, Parametrized Shape Models for Clothing,
`ICRA 2011, 8pp.
`
`
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`
`
` Other Major Publications
`1. Darrell, T. and A. Pentland, “Robust Estimation of a Multi-Layer Motion
`Representation,” in Proceedings, IEEE Workshop on Visual Motion, IEEE Computer
`Society Press, Princeton, NJ, pp. 173-178, 1991.
`
`2. Essa, I., T. Darrell, and A. Pentland, “Tracking Facial Motion,” in Proceedings, IEEE
`Workshop on Motion of Nonrigid and Articulated Objects, IEEE Computer Society Press,
`pp. 36-42, 1994.
`
`3. Pentland, A., T. Darrell, A. Azarbayejani, and S. Sclaroff, “Visually Guided Animation,”
`in Proceedings, IEEE Conf. on Computer Animation, IEEE Computer Society Press,
`Geneva, pp. 112-121,1994.
`
`4. Darrell, T., P. Maes, B. Blumberg, and A. Pentland, “A Novel Environment for Situated
`Vision and Behavior,” in Proceedings, CVPR’94 Workshop on Visual Behaviors, June
`1994; also in Exploratory vision: the active eye, Springer-Verlag, pp.319-331. 1996.
`
`5. Darrell, T., A. Azarbayejani, and A. Pentland, “Robust Estimation of Multiple Models in
`the Structure from Motion Domain,” in Proceedings, IEEE Workshop on Performance vs.
`Methodology, Seattle, WA, June 1994.
`
`6. Maes, P., T. Darrell, B. Blumberg, and A. Pentland, “The ALIVE System: Full-Body
`Interaction with Autonomous Agents,” in Proceedings, IEEE Conf. on Computer
`Animation, IEEE Computer Society Press, Geneva, Switzerland, pp. 11-18, April 1995.
`
`7. Darrell, T. and A. Pentland, “Attention-d