Apple Inc. v. Samsung Electronics Co. Ltd. et al

Filing 1060

*** Declaration of Trevor Darrell in Support of Samsung's Reply and Exhibit D and E to Darrell Declaration FILED IN ERROR WITH CONFIDENTIAL INFORMATION. DOCUMENT LOCKED. *** Administrative Motion to File Under Seal filed by Samsung Electronics America, Inc.(a New York corporation), Samsung Electronics Co. Ltd., Samsung Telecommunications America, LLC(a Delaware limited liability company). (Attachments: #1 Proposed Order Granting Motion to File Documents Under Seal, #2 Samsung's Reply in Support of Motion to Strike Expert Testimony Based on Undislcosed Facts and Theories, #3 Declaration of Christopher E. Price in Support of Samsung's Reply, #4 Exhibit 1 to Price Declaration, #5 Exhibit 2 to Price Declaration, #6 Exhibit 3 to Price Declaration, #7 Exhibit 4 to Price Declaration, #8 Exhibit 5 to Price Declaration, #9 Exhibit 6 to Price Declaration, #10 Exhibit 7 to Price Declaration, #11 Exhibit 8 to Price Declaration, #12 Exhibit 9 to Price Declaration, #13 Exhibit 10 to Price Declaration, #14 Exhibit 11 to Price Declaration, #15 Exhibit 12 to Price Declaration, #16 Exhibit 13 to Price Declaration, #17 Exhibit 14 to Price Declaration, #18 Exhibit 15 to Price Declaration, #19 Exhibit 16 to Price Declaration, #20 Exhibit 17 to Price Declaration, #21 Exhibit 18 to Price Declaration, #22 Exhibit 19 to Price Declaration, #23 Exhibit 20 to Price Declaration, #24 Exhibit 21 to Price Declaration, #25 Exhibit 22 to Price Declaration, #26 Exhibit 23 to Price Declaration, #27 Exhibit 24 to Price Declaration, #28 Exhibit 25 to Price Declaration, #29 Exhibit 26 to Price Declaration, #30 Exhibit 27 to Price Declaration, #31 Exhibit 28 to Price Declaration, #32 Exhibit 29 to Price Declaration, #33 Exhibit 30 to Price Declaration, #34 Exhibit 31 to Price Declaration, #35 Declaration of Michael J. Wagner in Support of Samsung's Reply, #36 Exhibit A to Wagner Declaration, #37 Exhibit B to Wagner Declaration, #38 Exhibit C to Wagner Declaration, #39 Declaration of Trevor Darrell in Support of Samsung's Reply, #40 Exhibit A to Darrell Declaration, #41 Exhibit B to Darrell Declaration, #42 Exhibit C to Darrell Declaration, #43 Exhibit D to Darrell Declaration, #44 Exhibit E to Darrell Declaration)(Maroulis, Victoria) (Filed on 6/7/2012) Modified on 6/8/2012 (fff, COURT STAFF).

Exhibit A

CURRICULUM VITAE OF TREVOR J. DARRELL
February 24, 2012
I. Education:
School

Degree

Date

University of Pennsylvania.
MIT
MIT

B.S.E
MS
Ph.D.

1988
1991
1996

II. Experience:
Employer

Position

Beginning

Ending

Univ. of Pennsylvania
Cold Spring Harbor Lab
Stanford University
Stanford University
Interval Research Corp.
MIT
MIT
ICSI
UC Berkeley

Sys. Prog./Administrator
Teaching Assistant
Visiting Researcher
Visiting Instructor
Research Staff
Assistant Professor
Associate Professor
Group Head & Sr. Res. Sci.
Assoc. Adj. Professor

1985
1994
1994
1997
1996
1999
2003
2008
2008

1988
1994
1994
1997
1999
2003
2008
present
present

III. Professional Service:
Activity

Beginning

Conference on Computer Vision and Pattern Recognition (CVPR)
Program Committee
Area Chair
Program Chair
Conference on Face and Gesture Recognition
Program Committee
International Conference on Computer Vision (ICCV)
Program Committee
Area Chair
International Conference on Multimodal Interfaces (ICMI)
Program Committee
Advisory board member, 2003-present
Program Chair
General Chair
Area Chair
Conference on Perceptual User Interfaces (PUI)
Program Chair
Conference on Ubiquitous Computing (UBICOMP)
Page 1 of 21

Ending

1999, 2000, 2004, 2005
2001, 2008
2010
2000

2000

2000
2005

2000
2005

2000, 2002
2003
2003
2004
2005, 2006

present
2003
2004

2001

2001

CURRICULUM VITAE OF TREVOR J. DARRELL
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:
Senior Program Committee
Editor, CACM Special Issue on Perceptive Multimodal Interfaces
AAAI conference; Program Committee, 2004
Associate Editor, Artificial Intelligence Journal
Associate Editor, IEEE Trans. Pattern Analysis and
Machine Intelligence
DARPA Computer Sciences Futures Study (Junior Faculty),
Member

2002
2002

2002
2008

2003
2003
2004
2005
2005
2006

2007
2004
2005
2006
2006
2006

2007

2007

2004
2004
2004
2004

2004
2004
2004
present

2005

present

2006

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.
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.
Page 2 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
6. Maes, P., T. Darrell, B. Blumberg, and A. Pentland, “The ALIVE System: Wireless, FullBody 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 725760, April 2007.
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.

Page 3 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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 FeatureBased 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. 728729, June 1991.
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.
Page 4 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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.
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.

Page 5 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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 AudioVisual 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. 1316, 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.
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.

Page 6 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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.
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.

Page 7 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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. 20252028, 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.
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- 581588, 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.

Page 8 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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.
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

Page 9 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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
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.)
Page 10 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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.)
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

Page 11 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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 Categorylevel 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 AppearanceBased 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.

Other Major Publications

Page 12 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
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-driven Expression and Gesture Analysis in an
Interactive Environment,” in Proceedings, Intl. Workshop on Automatic Face and
Gesture Recognition, Zurich, Switzerland, pp. 135-140, June 1995.
8. Darrell, T., G. Gordon, J. Woodfill, H.H. Baker, and M. Harville, “Robust, real-time people
tracking in open environments using integrated stereo, color, and face detection,” IEEE ICCV
Workshop on Visual Surveillance, Bombay, India, pp. 26-28, January 1998.
9. Darrell, T., G. Gordon, M. Harville, and J. Woodfill, “A Virtual Mirror Interface using
Real-time Robust Face Tracking,” Proceedings of the Conference on Automatic Face and
Gesture Recognition, Nara, Japan, pp. 616-622, April 1998.
10. Wilson, K., N. Checka, D. Demirdjian, and T. Darrell, “Audio-Video Array Source
Separation for Perceptual User Interfaces,” Perceptive User Interfaces 2001 vol. 2,
Orlando, FL, pp. 1-7, November 2001.
11. Fisher, J. and T. Darrell, “Signal-Level Audio Video Fusion Using Information Theory,”
Perceptive User Interfaces 2001 vol. 1, Orlando, FL, pp. 1-7, November 2001.
12. Taycher, L. and T. Darrell, “Range Segmentation Using Visibility Constraints,”
Proceedings, IEEE CVPR Workshop on Stereo and Multi-Baseline Vision, Kauai, HI, pp.
89-98, December 2001.
13. Demirdjian, D. and T. Darrell., “Using Multiple-Hypothesis Disparity Maps and Image
Velocity for 3-D Motion Estimation,” Proceedings, IEEE CVPR Workshop on Stereo and
Multi-Baseline Vision, Kauai, HI, pp. 219-222, December 2001.
Page 13 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
14. Taycher, L, J. Fisher, and T. Darrell, “Recovering Articulated Model Topology from
Observed Motion,” Proceedings, ECCV Workshop on Statistical Methods in Video
Processing, Copenhagen, pp. 1311-1318, 2002.
15. Oh, A., H. Fox, M. von Kleek, A. Adler, K. Gajos, L.-P. Morency, and T. Darrell,
“Evaluating Look-to-Talk: A Gaze-Aware Interface in a Collaborative Environment.”
(extended abstract) Proceedings, Conference on Human Factors in Computer Systems
(CHI ’02), Minneapolis, MI, pp. 650-651, April 2002.
16. Shakhnarovich, G. and T. Darrell, “On Probabilistic Combination of Face and Gait Cues
for Identification,” Proceedings of the International Conference on Automatic Face and
Gesture Recognition (FG’02), Washington D.C., pp. 176-181, May 2002.
17. Morency, L.-P., A. Rahimi, N. Checka , and T. Darrell, “Fast Stereo-Based Head
Tracking for Interactive Environments,” Proceedings of the International Conference on
Face and Gesture Recognition, Washington D.C., pp. 390-395, May 2002.
18. Wilson, K. and T. Darrell, “Audio-Video Array Source Localization for Intelligent
Environments,” Proceedings, International Conference Acoustics Speech and Signal
Processing (ICASSP ’02), Orlando, FL, pp. 2109-2112, May 2002.
19. Darrell, T., J. Fisher, and K. Wilson, “Geometric and statistical approaches to audiovisual
segmentation for untethered interaction,” International CLASS Workshop on Multimodal
Dialog Systems, Copenhagen, Denmark, 2002; also in Advances in Natural Multimodal Dialog
Systems, Springer, pp 175-194, 2006.
20. Morency, L.-P., A. Rahimi, and T. Darrell, “Fast 3D Model Acquisition from Stereo
Images,” Proceedings 3D Data Processing Visualization and Transmission, Padova,
Italy, pp. 172-176, June 2002
21. Morency, L.-P. and T. Darrell, “Stereo Tracking using ICP and Normal Flow,”
Proceedings International Conference on Pattern Recognition, Quebec, Canada, pp. 367372, August 2002.
22. Rahimi, A. and T. Darrell, “Bayesian Network for Online Global Pose Estimation,”
International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, pp.
427-433, October 2002
23. Tollmar, K., D. Demirdjian, D., and T. Darrell, “Gesture + Play: Exploring Full Body
Navigation for Virtual Environments,” in Proc. of CVPR Workshop on HCI, Madison,
WI, June 2003; also ACM Conference on Human-Computer Interaction (CHI ’03 )
Formal Demonstration, Ft. Lauderdale, pp. 620-621, April 2003.
24. Checka, N., K. Wilson, V. Rangarajan, and T. Darrell, “A Probabilistic Framework for
Multi-modal Multi-person Tracking,” Proceedings of CVPR Workshop on Multi-Object
Tracking, Madison, WI, June 2003.
25. Morency, L., P. Sundberg, and T. Darrell, “Pose Estimation using 3D View-Based
Eigenspaces,” ICCV Workshop on Analysis and Modeling of Faces and Gestures, Nice,
France, pp. 45-52, October 2003.
Page 14 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
26. Taycher, L. and T. Darrell, “Bayesian Articulated Tracking Using Single Frame Pose
Sampling.” Proceedings, International Workshop on Statistical and Computational
Theories of Vision, Nice, France, October 2003.
27. Yeh, T., K. Tollmar, and T. Darrell, “IDeixis: Image Based Deixis for Finding LocationBased Information,” ACM Conference on Human-Computer Interaction (CHI ’04)
Formal Demonstration, pp.781-782; also accepted to Video Proceedings, Vienna, Austria,
April 2004.
28. Lee, C., N. Lesh, C. Sidner, L. Morency, A. Kapoor, and T. Darrell, “Nodding in
Conversations With a Robot,” ACM Conference on Human-Computer Interaction (CHI
’04) Formal Demonstration, Vienna, Austria, pp.785-786, April 2004.
29. Checka, N., K. Wilson, M. Siracusa, and T. Darrell, “Multiple Person and Speaker
Activity Tracking with a Particle Filter,” Proceedings, International Conference on
Acoustics, Speech, and Signal Processing (ICASSP ‘04), Montreal, Quebec, pp. 881-884,
May 2004
30. Grauman, K., G. Shakhnarovich, and T. Darrell, “Virtual Visual Hulls: Example-Based
3D Shape Inference from a Single Silhouette,” in Proceedings of the 2nd Workshop on
Statistical Methods in Video Processing, in conjunction with ECCV 2004, Prague, Czech
Republic, pp. 26-37, May 2004.
31. Taycher, L., J.W. Fisher, and T. Darrell,, “Combining Simple Models to Approximate
Complex Dynamics,” Proceeding,s ECCV Workshop Statistical Methods in Video
Processing, Prague, Czech Republic, pp. 94-104, May 2004.
32. Tollmar, K., T. Yeh, and T. Darrell, “IDeixis - Searching the Web with Mobile Images
for Location-Based Information,” Proceedings, Mobile HCI ‘04, Glasgow, UK, pp. 288299, September 2004.
33. Tollmar, K., D. Demirdjian, and T. Darrell,, “Navigating in Virtual Environments using a
Vision-based Interface,” in Proceedings of NordiCHI, Tampere, Finland, pp. 112-120,
October 2004.
34. Taycher, L., J.W. Fisher, and T. Darrell, “Incorporating Object Tracking Feedback into
Background Maintenance Framework,” Proceedings, IEEE Motion Workshop,
Breckenridge, CO, pp. 120-125, January 2005.
35. Yeh, T. and T. Darrell, “Doubleshot: an interactive user-aided segmentation tool,”
International Conference on Intelligent User Interfaces (IUI'05) (short paper), San
Diego, CA, pp. 287-289, January 2005.
36. Shakhnarovich G., and Darrell, T., “Learning task-specific visual similarity”, Learning
Workshop 2005, 2pp., Snowbird, UT.
37. Quattoni. A., M. Collins, and T. Darrell, “Conditional Random Fields for Object
Recognition”, Learning Workshop 2005, 2pp., Snowbird, UT.

Page 15 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
38. Wilson, K. and T. Darrell, “Improving Audio Source Localization by Learning the
Precedence Effect,” Proceedings, International Conference on Acoustics, Speech, and
Signal Processing (ICASSP ’05), Philadelphia, PA , pp. 1125-1128, March 2005
39. K. Saenko, K. Livescu, J. Glass, and T. Darrell, “Production Domain Modeling of
Pronunciation for Visual Speech Recognition,” Proceedings, International Conference on
Acoustics, Speech, and Signal Processing (ICASSP ’05), Philadelphia, PA, pp. 1424-1431,
March 2005
40. Quattoni, A., M. Collins, and T. Darrell, “Incorporating Semantic Constraints into a
Discriminative Categorization and Labeling Model”, ICCV Workshop on Semantic
Knowledge in Computer Vision, http://www.research.ge.com/ vision/skcv05/, 5 pp.,
abstract at Proceedings ICCV 2005, p. 1877, 2005.
41. Quattoni, A., M. Collins, and T. Darrell, “Learning Visual Representations using Images
with Captions”, Learning Workshop, San Juan, Puerto Rico, 2 pp., March 2007.
42. Saenko, K. and T. Darrell, “Object Category Recognition Using Probabilistic Fusion of
Speech and Image Classifiers”. Proc. Machine Learning for Multimodal Interfaces
(MLMI07), pp. 36-47, Brno, Czech Republic., June 2007
43. Morency, L.-P. and T. Darrell: “Conditional Sequence Model for Context-Based
Recognition of Gaze Aversion”. Proc. Machine Learning for Multimodal Interfaces
(MLMI07), pp. 11-23, Brno, Czech Republic., June 2007
44. Yeh, T., and T. Darrell, “Multimodal Question Answering for Mobile Devices”, IUI 2008
(short paper), Pages 405-408, ACM, 2008
45. Yeh, T., J. Lee, and T. Darrell, “Scalable classifiers for Internet vision tasks”, IEEE
Workshop on Internet Vision, 8 pp., Anchorage, AK, June 2008
46. Urtasun, R. and T. Darrell, “Local Probabilistic Regression for Activity-Independent
Human Pose Inference.” In Learning Workshop 2008, Snowbird, Utah, April 2008
47. Urtasun, R, A. Quattoni, N. D. Lawrence and T. Darrell, “Transfering Nonlinear
Representations using Gaussian Processes with a Shared Latent Space” In Learning
Workshop 2008, Snowbird, Utah, April 2008
48. Christoudias, M., R. Urtasun, A. Kapoor, and T. Darrell, “Co-training with Noisy
Perceptual Observations”, to appear Learning Workshop 2009, 2pp., Clearwater, FL,
April 2009
49. Urtasun, R., A., Geiger and T. Darrell, “Rank Priors for Continuous Non-Linear
Dimensionality Reduction”, to appear Learning Workshop 2009, 2pp., Clearwater, FL,
April 2009
50. M. Salzmann, C. H. Ek, R. Urtasun, and T. Darrell. “FOLS: Factorized orthogonal latent
spaces”. In Learning Workshop, Snowbird, April 2010
Page 16 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
51. Saenko, K., B. Kulis, M. Fritz, and T. Darrell, “Image Domain Adaptation Using Metric
Learning”, In Learning Workshop, Snowbird, April 2010

V. Invited Lectures
“Real-time Gesture Recognition”: Stanford Assoc. Perception Seminar (SAPS), Stanford U.,
Stanford, CA; D. Heeger, host; March 1994; Vision Group Seminar, Xerox Palo Alto
Research Center (PARC), Palo Alto, CA; M. Black, host; March 1994; Virtual Reality Group
Seminar, NASA Ames Research Center, Menlo Park, CA; U. Bucher, host; March 1994.
“Looking at People”: Research Seminar, Signal Processing Research Laboratory, NEC
Corporation, Kanagawa, Japan; A. Yamada, host; October 1994; Research Seminar,
CAD/CAM Laboratory, Korea Institute of Science and Technology (KIST), Seoul, Korea; H.
Ko, host; October 1994.
“Vision for Human-Computer Interface”: Mobile Robotics and Vision Group, Osaka
University, Osaka, Japan; M. Asada, host; March 1995; Autonomous Agents Group, ATR
Laboratories, Kyoto, Japan; K. Mase, host; March 1995.
“Perceptual Computer Interfaces” Computer Science Colloquium, University of
Pennsylvania, D. Metaxis, host, October 97; Computer Vision Group Seminar, University of
Maryland, Y. Yacoob, host, October 97; AI Seminar, UC Berkeley, J.Malik, host, March 97;
Seminar in People, Computers, Design, Stanford University, T. Winograd, host, October
1996.
“Computer Vision for Interactive Interfaces”, Intel Corporation, Santa Clara, November
1998.
“Computer Vision Tutorial,” User Interface Software Technology Conference (UIST ‘00),
San Diego, 2000
“Robust Visual Analysis for Perceptual User Interfaces,” Microsoft Research, S. Shafer host,
March 2000; SRI International, B. Marks, host, March 2000.
“Perceptive Context for Pervasive Computing,” OGI HCI Lecture series, S. Oviatt, host,
August 2001; University of Tokyo ISMMS Seminar, K Ikeuchi host, March 2002.
“Vision for non-verbal conversation cues: speaker segregation, visual attention, and deictic
reference,” Cambridge University, R. Cippola, host, October 2002.
“Computer Vision for Human Computer Interface Tutorial,” ACM CHI Conference, Ft.
Lauderdale, FL, 2003.
“Computer Vision for Perceptual Context and Multimodal Interface,” Boston University, S.
Sclaroff, host., November 2003; Dartmouth College, H. Farid, host, March 2003; IBM
Watson, C. Neti, host, March 2003.

Page 17 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
“Visual Conversation Cues and Perceptive Devices,” Johns Hopkins University, G Hager,
host, December 2004.
“Visual Recognition for Perceptive Interfaces”, Oxford University, A. Fitzgibbons, host,
March 2005; Cambridge University, R. Cipolla, host, March 2005; KTH-Stockholm, J.-O.
Eklund, host, March 2005.
“Efficient image matching and perceptually situated searching”, Google Inc., M. Covell.,
host, November 2005; Yahoo Labs, M. Davis, host, December 2005.
“Visual Recognition and Tracking for Perceptive Interfaces”, Stanford University CS Broad
Area Colloqium, D. Koller, host, May 2006; Columbia University, S. Nayar, host, September
2006; CMU, A. Efros, host, September 2006; Microsoft Research, R. Szeliski, host,
September 2006; University of Toronto, D. Fleet, host, September 2006; UCSD, D.
Kriegman, host, October 2006; USC, G. Medioni, host, October 2006; University of
Maryland, L. Davis, host, October 2006; UCLA, S. Soatto, host, November 2006.
“New Representations for Visual Recognition,” Woods Hole Oceanographic Institution,
Hanumant Singh, host, July 2006.
“Recent results on tracking and recognition,” Oxford University, A. Zisserman, host, August
2006.
“Visual Learning and Multimodal Interaction”. Dagstuhl Seminar, J.-O. Eklund chair, June
2007; International Computer Science Institute Seminar, June 2007; UC Berkeley EECS
Seminar, September 2007
“Image Context, Efficient Indexing, and Sense-Specific Category Models”, Dagstuhl
Seminar, S. Boll chair, June 2008
“Visual Grounding for Robots and Mobile Interfaces”, UC Berkeley EECS Seminar,
September 2008
“Image Recognition Interfaces”, ICSI-BEARS Conference, February 2009; Keynote Talk,
ACM Intelligent User Interfaces Conference, February 2009
“Learning Representations for Visual Recognition”, UC Berkeley EECS Seminar, May 2010,
Bay Area Vision Meeting Feb 2011, KTH April 2011, MPI April 2011.
VI. Students Supervised (Completed)
Masters (S.M, MIT.):
Morency, Louis-Philippe, “Stereo-based head post tracking using Iterative Closest Point and
normal flow constraint,” 2002
Checka, Neal, “Probabilistic framework for multi-modal multiple person tracking,” 2002
Grauman, Grauman, L., “A statistical image-based model for visual hull reconstruction and 3D
structure inference,” 2003
Page 18 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
Yeh, Pei-Hsiu (Tom), “IDeixis: image-based ideixis for recognizing locations,” 2004
Christoudias, C., Mario, “Light field appearance manifolds,” 2004
Saenko, Ekaterina - joint with Glass, James, “Articulatory features for robust speech
recognition,” 2004
Siracusa, Michael - joint with Fisher, John, W., “Statistical modeling and analysis of audiovisual association in speech,” 2004
Ariadna Quattoni - joint with M. Collins, “Object Recognition with a Latent Conditional
Random Field”, 2005
Masters (M.Eng., MIT)
Smith-Michelson, Jared, “Design and Application of a head detection and tracking system”,
2000
Villoria, John, A., “Optimizing clustering algorithms for computer vision,” 2001
Rania, Kalaf Y., “Multi-person tracking using dynamic programming,” 2001
Rangarajan, Vibav, S., “Interfacing speech recognition and vision-guided microphone array
technologies,” 2003
Bentley, Frank, H., “A widget-based architecture for perceptive presence,” 2003
Ko, Theresa, H., “Untethered human motion recognition for a multi-model interface,” 2003
Sundberg, Patrik, P., “Pose estimation using cascade trees,” 2004
Ross, Benjamin, “Comparision of nearest neighbor methods,” 2004
Goela, Naveen, “Matching and compressing sequences of visual hulls,” 2004
Dunagan, Brian, “Tracking with constraints in a web of sensors,” 2004
You, Shuang, ”Fast pedestrian detection with efficient thermal features”, 2005
Lee, John, “Efficient Object Recognition and Image Retrieval for Large-Scale Applications”
(won Johnson award for outstanding CS M.Eng. thesis)
Ph.D (MIT).
Shakhnarovich, Gregory, “Learning Features for Visual Classification”, Oct. 2005 [Assistant
Professor, TTI-Chicago]
Rahimi, Ali, “Learning to Transform Time Series with a Few Examples”, Oct. 2005 [Intel
Research, Berkeley]
Wilson, Kevin, “Learning Uncertainty Models for Audiovisual Speech Source Localization in
Real-World Environments”, Aug 2006 [Research Scientist, Mitsubishi Electric Research Labs,
Cambridge (MERL)]
Page 19 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
Taycher, Leonid, “Statistical methods for dynamic visual processing”, Aug 2006 [Google
Boston]
Grauman, Kristen, “Matching sets of features for efficient retrieval and recognition”, Aug.
2006 [Assistant Professor, CS, University of Texas, Austin]
Morency, Louis-Philippe, “Dialogue Context and Visual Gesture Recognition”, Oct 2006
[Research Scientist, University of Southern California ICT]
Wang, Sy Bor, “Detecting Communication Errors from visual cues during the system's
conversational turn”, Aug 2008. [Trimble Navigations, Silicon Valley]
Yeh, Tom, “Situated Mobile Media Search”, May 2009. [Postdoc, UMD]
Quattoni, Ariadna, joint with M. Collins, “Transfer Learning Algorithms for Image
Classification”, May 2009, [Postdoc, U. Barcelona]
Christoudas, Mario, “Co-training for Multimodal Gesture Recognition”, June 2009. [Postdoc,
MIT & EPFL]
Saenko, Kate, “Image Sense Disambiguation: A Multimodal Approach”. Doctoral Thesis”,
August 2009 [Postdoc, MIT & Harvard]
Ph.D (UCB).
Ashley Eden, “Finding Lost Children”, December 2010 [Dreamworks]
Alex Shyr, “Incorporating Supervision in Visual Recognition and Segmentation”, May 2011
UC Berkeley Quals. Exam Committee:
Ashley Eden (Advisor)
Alex Shyr (Advisor)
Daphne Bushbaum (external)
Mary Knox (member)
Jack Culpepper UCB (chair)
Chunhui Gu UCB (chair)
Michael Maire UCB (chair)
Subransu Maji UCB (chair)
Lester Mackey (member)

Current Postdocs
Name

Dates of Appointment

PhD Granting Institution Curr. Position

Page 20 of 21

CURRICULUM VITAE OF TREVOR J. DARRELL
Brian Kulis

1/2009-present
UT Austin
Asst. Prof, Ohio State, January 2012)

Postdoc (to start

Kate Saenko

9/2009-present
Harvard U.)

MIT

Postdoc (joint w/

Name

Title

Current Employer

Current Position

Konrad Tollmar

Postdoctoral Lecturer

Lund University

Associate Professor

David Demirdjian

Postdoctoral Researcher Toyota Research

Research Scientist

Raquel Urtasun

Postdoctoral Researcher TTI-C

Asst. Prof.

Mario Fritz

Postdoctoral Researcher MPI

Junior Prof.

Mathieu Salsmann

Postdoctoral Researcher TTI-C

Asst. Prof

Previous Postdocs

Mario Christoudias Postdoctoral Researcher EPFL

Page 21 of 21

Postdoc