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CCNYM Publications
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2011
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S. Chen and Y. Tian, “Evaluating Effectiveness of Latent Dirichlet
Allocation Model for Scene Classification”, Wireless & Optical
Communications Conference (WOCC), 2011.
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F. Hasanuzzaman,
X. Yang, and Y. Tian, “Robust
and Effective Component-based Banknote Recognition by SURF Features”, Wireless
& Optical Communications Conference (WOCC), 2011.
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S. Chen, Y. Tian, Q. Liu, and D. Metaxas,
“Segment and Recognize Expression Phase by Fusion of Motion Area and
Neutral Divergence Features”, IEEE Conference on Automatic Face and
Gesture Recognition, 2011.
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2010
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Y. Tian, R. Feris,
H. Liu, A. Hampapur,
and M. Sun, “Robust Detection of
Abandoned and Removed Objects in Complex Surveillance Videos”, Accepted as
a regular paper, IEEE Transactions on Systems, Man, and Cybernetics--Part
C: Applications and Reviews.
·
S. Chen, Y. Tian, Q. Liu, and D. Metaxas,
“Segment and Recognize Expression Phase by Fusion of Motion Area and
Neutral Divergence Features”, to appear in IEEE Conference on Automatic
Face and Gesture Recognition, 2011.
·
A. Senior, Y. Tian, and M. Lu, “Interactive Motion Analysis for
Video Surveillance and Long Term Scene Monitoring”, the Tenth International
Workshop on Visual Surveillance (VS), 2010.
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X. Yang, Y. Tian, C. Yi, and A. Arditi, Context-based Indoor Object Detection as an Aid
to Blind Persons Accessing Unfamiliar Environments, International
Conference on ACM Multimedia, 2010.
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S. Yuan and Y. Tian, Rotation
and Illumination Invariant Texture Analysis: Matching Clothes with Complex Patterns for Blind
People, The 3rd International
Congress on Image and Signal Processing (CISP), 2010.
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Y. Tian, C. Yi, and A. Arditi,
Improving Computer Vision-Based Indoor Wayfinding
for Blind Persons with Context Information, 12th International Conference on Computers Helping People with
Special Needs (ICCHP), 2010.
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Y. Tian, X. Yang, and A. Arditi, Computer Vision-Based Door Detection for
Accessibility of Unfamiliar Environments to Blind Persons, 12th International Conference on
Computers Helping People with Special Needs (ICCHP), 2010.
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Y. Tian, and Y. Shuai,
Clothes Matching for Blind and Color Blind People, 12th International Conference on Computers Helping People with
Special Needs (ICCHP), 2010.
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L. Cao, Y. Tian, Z. Liu, B. Yao, Z. Zhang, and T. Huang, Action Detection using Multiple
Spatial-Temporal Interest Point Features, IEEE International Conference
on Multimedia & Expo(ICME), 2010.
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C.
Chen and Y. Tian, Door Detection via Signage
Context-based Hierarchical Compositional Model, 2nd Workshop on Use of
Context in Video Processing (UCVP), 2010.
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X.
Yang and Y. Tian, Robust Door Detection in
Unfamiliar Environments by Combining Edge and Corner Features, 3rd Workshop
on Computer Vision Applications for the Visually Impaired (CVAVI), 2010.
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2009
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R. Feris, A. Hampapur, Y. Zhai, R. Bobbitt, L. Brown, D. Vaquero, Y. Tian. H. Liu and M-T. Sun, "Case Study: IBM
Smart Surveillance System", in book of Intelligent Video
Surveillance: Systems and Technology, by Taylor & Francis Group, LLC.
2009.
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Y. Tian, R. Feris, L. Brown, D. Vaquero, Y. Zhai
and A. Hampapur, "Multi-Scale Person
Detection and Motion Analysis for Video Surveillance", in book of
Machine Learning for Human Motion Analysis: Theory and Practice, by Idea
Group Inc. 2009.
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Y. Zhai, Y. Tian, R. Feris, L. Brown,
R. Bobbitt, A. Hampapur, and S. Velipasalar, "Composite Event Detection in
Multi-Camera and Multi-Sensor Surveillance Networks", in book of
Multi-Camera Networks: Concepts and Applications, by Elsevier. 2009.
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2008
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Y. Tian,
A.W. Senior, A. Hampapur, L. Brown, C. Shu, and M. Lu, "IBM Smart Surveillance System
(S3): Event Based Video Surveillance System with an Open and Extensible
Framework", Machine Vision and Applications 19:315-327, 2008.
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Y. Tian, A. Hampapur,
L. Brown, R. Feris, M. Lu, A. Senior, C. Shu, and Y. Zhai, "Event detection, query, and
retrieval for video surveillance", In book Artificial
Intelligence for Miximizing Content Based Image
Retrieval, Edited by Zongmin Ma, Published by
Idea Group Inc., 2008.
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R. Feris, Y. Tian,
Y. Zhai, and A. Hampapur,
"Facial Image Analysis Using
Local Feature Adaptation Prior to Learning", IEEE Int'l Conf. on
Automatic Face and Gesture Recognition, Amsterdam, 2008.
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Y. Tian, R. Feris,
and A. Hampapur, "Real-time Detection of Abandoned and
Removed Objects in Complex Environments". The 8th Int'l Workshop
on Visual Surveillance (VS), 2008.
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Y. Zhai, Y. Tian,
and A. Hampapur, "Composite Spatio-Temporal
Event Detection in Multi-Camera Surveillance Networks". Workshop
on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications
(M2SFA2), 2008.
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2007
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G. Pingali,
Y. Tian, S. Ebadollahi,
J. Pelecanos, M. Podlaseck,
and H. Stavropoulos, "An
End-to-end eChronicling System for Mobile Human
Surveillance", In book Multimodal Surveillance: Sensors,
Algorithms and Systems, Edited by Z. Zhu and T. Huang, Artech House Publishers, 2007.
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A. Hampapur, L. Brown, R. Feris, A. Senior, C. Shu,
Y. Tian, Y. Zhai, and
M. Lu, "Searching
Surveillance Video," IEEE International Conference on Advanced
Video and Signal based Surveillance, Sept. 2007.
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A. Hampapur, S. Borger, L. Brown, C.
Carlson, J. Connell, M. Lu, A. Senior, V. Reddy, C. Shu,
and Y. Tian, "S3: THE IBM SMART
SURVEILLANCE SYSTEM: FROM TRANSACTIONAL SYSTEMS TO OBSERVATIONAL
SYSTEMS," ICASSP 2007.
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R. Feris, Y. Tian
and A. Hampapur. "Capturing People in Surveillance Video,"
IEEE International Workshop on Visual Surveillance, 2007.
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A. Senior, L. Brown, A. Hampapur, C. Shu, Y. Zhai, R. S. Feris, Y. Tian, S. Borger
and C. Carlson, "Video
Analytics for Retail: the IBM Smart Surveillance Retail Solution".
IEEE International Conference on Advanced Video and Signal-Based
Surveillance, London , UK , September 2007.
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A. Senior, L. Brown, C. Shu, Y. Tian, M. Lu, Y. Zhai, and
A. Hampapur, "Visual Person Searches for
Retail Loss Detection: Application and Evaluation," In International
Conference on Vision Systems, 2007.
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G. Pingali, Y. Tian,
S. Ebadollahi, J. Pelecanos,
M. Podlaseck, and H. Stavropoulos, "An
End-to-end eChronicling System for Mobile Human
Surveillance (Best System Paper)", IEEE Workshop on Multimodal
Sentient Computing: Sensors, Algorithms and Systems, June 2007.
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G. Luo, C. Tang and Y. Tian, "Answering
Relationship Queries on the Web", In Proceedings of 2007 Int.
World Wide Web Conf. (WWW'07), Banff, Canada, May 2007.
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2006
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A. Senior, A. Hampapur, Y.-L. Tian, L.
Brown, S. Pankanti, and R. Bolle,
"Appearance Models for Occlusion Handling", Journal of Image
and Vision Computing Volume 24 Issue 11, pp 1233-1243, November 2006.
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G. Pingali, H.
Stavropoulos, D. Minnen, S. Ebadollahi,
Y. Tian, J. Pelecanos,
T. Bridgman, M. Podlaseck, "A System for Pervasive
Multi-sensory Information Capture, Assimilation, and Retrieval,"
IEEE Workshop on Electronic Chronicles (ECHRONICLE), 2006.
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S. Velipasalar, Y. Tian,
and A. Hampapur, "Automatic Counting of Interacing People by Using a Single Uncalibrated Camera", IEEE ICME'06.
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L. Brown, S. Velipasalar, A. Senior, S. Pankanti, A. Hampapur, C. Shu, and Y. Tian,
"Video Privacy in the Era of Automated Surveillance", In
Proceedings of IEEE Workshop on Privacy Research in Vision 2006.
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2005
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A. Senior, S. Pankanti, A. Hampapur, L.
Brown, Y. Tian, A. Ekin,
J. Connell, C. Shu, and M. Lu, "Enabling Video Privacy through
Computer Vision", IEEE Security & Privacy - Infrastructure
Security, vol. 3, No. 3, May/June 2005.
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A. Hampapur, L. Brown, J. Connell, M. Lu, H. Merkl,
S. Pankanti, A. Senior, C. Shu,
and Y. Tian, "Multi-scale Tracking for Smart Video
Surveillance", IEEE Transactions on Signal Processing, vol. 22,
No. 2, March 2005.
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K. Schmidt,
J. F. Cohn and Y. Tian, "Signal
characteristics of spontaneous facial expressions: Automatic movement in
solitary and social smiles," In book What the Face Reveals: Basic
and Applied Studies of Spontaneous Expression Using The Facial Action
Coding Systems (FACS), Second Edition, Edited by Paul Ekman
and Erika L. Rosenberg, Elsevier Science Publishers, Oxford University
Press, 2005.
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L. Brown, M. Lu, C. Shu, Y. Tian, A. Hampapur,
"Improving Performance via Post Track Analysis", Workshop of
VS-PETS, 2005.
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Y. Tian, M. Lu, and A. Hampapur, "Robust and Efficient Foreground
Analysis for Real-time Video Surveillance," IEEE CVPR, San
Diego. June, 2005.
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L. Brown, A. Senior, Y. Tian, J. Connell,
A. Hampapur, C. Shu,
H. Merkl, and M. Lu, "Performance Evaluation of Surveillance
Systems Under Varying Conditions," IEEE Int'l Workshop on
Performance Evaluation of Tracking and Surveillance, Colorado, Jan., 2005.
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Y. Tian and A. Hampapur,
"Robust Salient Motion
Detection with Complex Background for Real-time Video Surveillance,"
IEEE Workshop on Motion and Video Computing, Jan, 2005.
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2004
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A. Senior, A. Hampapur,
L. Brown, Y. Tian, C. Shu
and S. Pankanti, "Distributed Active
Multi-camera Networks", Ambient Intelligence ed. P.Remagnino.
G.L. Foresti and T.Ellis.
Kluwer Publishing 2004.
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Y. Tian, T. Kanade
and J. F. Cohn, "Facial
Expression Analysis" In book Handbook of Face Recognition,
Edited by Stan Li and A.K. Jain, Springer-Verlag
January, 2004.
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Y. Tian, "Automatic Facial
Expression Analysis", Robotics and Machine Perception, SPIE
International Technical Group Newsletter, 2004.
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A. Hampapur, L. Brown, J. Connell, M. Lu,
Hans Merkl, S. Pankanti,
A.W. Senior, C. Shu, and Y.-L. Tian, "The
IBM Smart Surveillance System," IEEE CVPR, Washington D.C. June,
2004.
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Y. Tian, "Evaluation of Face Resolution for
Expression Analysis," IEEE FPIV'04, Washington D.C. June, 2004.
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J. Connell, A.W. Senior, A. Hampapur,
Y.-L. Tian, L. Brown, S. Pankanti,
"Detection and Tracking in the IBM
PeopleVision System," IEEE ICME Taiwan
June, 2004
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2003
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K. Schmidt, J. F. Cohn and Y. Tian,
"Signal characteristics of spontaneous facial expressions: Automatic
movement in solitary and social smiles", Biological Psychology, 65,
49-66, 2003.
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S. Pankanti, A. Senior, L. Brown, A. Hampapur, Y. Tian, and R. Bolle, "Security, Privacy, and Health", IEEE Pervasive
Computing Work in Progress, Volume 2 No. 1, January-March 2003. p. 96
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A. Senior, S. Pankanti, A. Hampapur, L. Brown, Y. Tian,
and A. Ekin, "Blinkering Surveillance: Enabling Video Privacy through Computer
Vision,
" IBM Technical Report RC22886, 2003
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A. Hampapur, L.
Brown, J. Connell, S. Pankanti, A.W. Senior,
and Y.-L. Tian, "Smart Surveillance: Applications, Technologies and
Implications," IEEE Pacific-Rim Conference On Multimedia, Singapore, Dec. 2003.
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Y. Tian and L. Brown
, "Absolute Head Pose Estimation from Overhead
Wide-Angle Cameras," In Proceedings of IEEE
international workshop on Analysis and Modeling of Face and Gestures,
Nice, France, Oct 17, 2003.
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Y. Tian, L. Brown, A.
Hampapur, S. Pankanti,
A. Senior, and R. Bolle, "Real World Real-time Automatic Recognition of
Facial Expressions", In Proceedings of IEEE
workshop on performance evaluation of tracking and surveillance, Graz,
Austria, March 31, 2003.
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A. Hampapur, S. Pankanti, A. Senior, Y. Tian,
L. Brown, and R. Bolle, "Face Cataloger: Multi-Scale Imaging for Relating
Identity to Location", In Proceedings of IEEE
conference on Advanced Video and Signal Based Surveillance, Miami, FL,
July 21-22, 2003.
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Y. Tian and R. Bolle, "Automatic Detecting Neutral Face for face
Authentication", In Proceedings of AAAI-03 Spring
Symposium on Intelligent Multimedia Knowledge Management, California,
March 24-26, 2003
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2002
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Y. Tian, T. Kanade and J. F.
Cohn, " Recognizing Action Units for Facial Expression
Analysis ", In book Multi-modal interface for
human machine communication, Machine perception and artificial
intelligence series. 2002
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L. Brown and Y. Tian,
"Comparative Study of Coarse Head Pose Estimation,"
In Proceedings of IEEE Workshop on Motion and Video Computing, Orlando
FL, Dec. 5-6, 2002.
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Y. Tian, T. Kanade and J. F. Cohn, " Evaluation
of Gabor-Wavelet-Based Facial Action Unit Recognition in Image Sequences
of Increasing Complexity." In Proceedings of the 5th IEEE
International Conference on Automatic Face and Gesture Recognition
(FG'02), DC, May 20-21, 2002.
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A. Hampapur, A. Senior,
S. Pankanti, Y. Tian,
G. Pingali, and R. Bolle,
"Autonomic User Interfaces",
IBM Technical Report RC22542, August, 2002.
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2001
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Y. Tian, T. Kanade and J. F. Cohn, " Recognizing Action Units for Facial Expression
Analysis ", IEEE Transactions on Pattern Analysis
and Machine Intelligence, Vol. 23, No. 2, February, 2001
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Y. Tian and R. Bolle, "Automatic Neutral Face Detection Using Location and
Shape Features", IBM Technical Report RC22259,
Nov. 2001.
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A. Senior, A.Hampapur,
Y. Tian, L. Brown, S. Pankanti,
and R. Bolle, "Appearance Models for Occlusion Handing,"
In Proceedings of Second International workshop on Performance Evaluation
of Tracking and Surveillance systems in conjunction with CVPR'01 December
2001.
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Y. Tian, T. Kanade, and J. Cohn, (January, 2001) Recognizing Facial Actions by Combining Geometric
Features and Regional Appearance Patterns, Technical
Report CMU-RI-TR-01-01, Robotics Institute, Carnegie Mellon University.
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2000
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K. Schmidt,
V. Monaco, B. Peters, J. VanSwearingen, Y. Tian, and J. F. Cohn, "Relation between
automatic tracking of lip-corner motion and facial surface EMG of the zygomaticus major muscle during spontaneous
smiles," Society for Psychophysiological
Research, San Diego, October, 2000.
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Y. Tian, T. Kanade, and J. Cohn, " Eye-State Action Unit
Detection by Gabor Wavelets", In Proceedings of the third
International Conference on Multimodal Interfaces, p143-150, Beijing,
October, 2000.
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J. Cohn, Y. Tian, and
E. Forbes, "Detection, tracking, and classification of facial action
units in infant and caregiver facial expression," International
Conference on Infant Studies, Brighton, England, July, 2000.
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Y. Tian, T. Kanade and J. Cohn, " Recognizing Upper Face
Action Units for Facial Expression Analysis ", In Proceedings of
IEEE International Conference on Computer Vision and Pattern Recognition
(CVPR'00), Hilton Head Island, pI294-301, June, 2000.
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Y. Tian, T. Kanade and J. Cohn, " Dual-state Parametric Eye Tracking
", In Proceedings of the 4th IEEE International Conference on
Automatic Face and Gesture Recognition (FG'00), France, March 2000.
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Y. Tian, T. Kanade and J. Cohn, " Recognizing Lower Face Action Units for Facial
Expression Analysis ", In Proceedings of the 4th
IEEE International Conference on Automatic Face and Gesture Recognition
(FG'00), France, March 2000.
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T. Kanade, J. Cohn,
and Y. Tian, " Comprehensive Database for Facial Expression
Analysis ", In Proceedings of the 4th IEEE
International Conference on Automatic Face and Gesture Recognition
(FG'00), France, March 2000.
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Y. Tian, T. Kanade and J. Cohn, " Robust Lip Tracking by Combining Shape, Color and
Motion", In Proceedings of the 4th Asian
Conference on Computer Vision (ACCV'00), pp1040-1045, Taiwan, Jan. 2000.
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1999 and before
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Y. Tian, H. Tsui, S. Yeung and S. Ma,
``Shape from Shading for Multiple Light Sources'', Journal of Optical
Society of America A, pp36-52, Vol. 16, No. 1, Jan. 1999.
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Y. Tian and S. Ma
"Shape Recovery by Neural Network in Unknown Light
Environment", ACTA AUTOMATICA SINICA, Vol. 25, No. 2, March, 1999.
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Y. Tian and S.
Ma "3D Shape Recovery by Genetic Algorithm", Journal of Image
and Graphics (in Chinese), Vol. 4(A), 1999.
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Y. Tian and S. Ma
"Extended Spherical light based Shape from Shading", ACTA
OPTICAL SINICA, Vol. 18, No. 10, Oct., 1998.
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Y. Xu, C. Xu, Y. Tian and S. Ma,''3D
Face Image Acquisition and Reconstruction System'', Journal of Image and
Graphics (in Chinese), Vol.3, No.2, 1998.
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Y. Tian and H. Tsui, "Shape Recovery from a Color Image for
Non-Lambertian Surface", Journal of
Optical Society of America A, Vol. 14, No. 2, pp397--404, Feb. 1997.
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Y. Tian, T. Kanade and J. Cohn, " Recognizing Action Units for Facial Expression
Analysis ", Technical report CMU-RI-TR-99-40,
Robotics Institute, Carnegie Mellon University, December, 1999.
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Y. Tian, T. Kanade and J. Cohn, "Multi-State Based Facial
Feature Tracking and Detection", Technical report CMU-RI-TR-99-18,
Robotics Institute, Carnegie Mellon University, August, 1999.
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J. Cohn, Y. Tian, and
T. Kanade, "Computer perception of
expressive changes in the face", 8th European Conference on Facial
Expression, Measurement, and Meaning, Saarbruecken,
Germany, September 1999.
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Y. Tian, H. Tsui and S. Yeung,
`"Spherical and Cylindrical Light Source Models for Shape
Recovery'', Lecture Notes in Computer Science 1351, ``ComputerVision
(ACCV'98)'', pp216-223, Jan. 1998.
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Y. Tian, H. Tsui and S. Yeung, ``Shape
Recovery from One Image Under Multiple Light Sources'', Lecture Notes in
Computer Science 1351, ``Computer Vision(ACCV'98)'',
pp224-231, Jan. 1998.
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Y. Tian, Bao-fu Duan, Songde Ma and Man-li Luo, "3D Hand Features Identity Verification
System", Workshop on 3D Computer Vision'97, Hong Kong, May 1997.
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Y. Tian and H. Tsui, "Shape from Shading for Non-Lambertian Surfaces from One Color Image",
Proceedings of the International Conference on Pattern Recognition(ICPR),
pp258--262, 1996.
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Y. Tian and H. Tsui, "3D Shape Recovery from Two Color Image
Sequences Using a Genetic Algorithm", Proceedings of the
International Conference on Pattern Recognition(ICPR),
pp 674--678, 1996.
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Y. Tian and H. Tsui, "Shape from Shading using Neural
Networks''(invited paper), International Symposium on Multi-Technology
Information Processing, Taiwan, Dec. 1996.
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Y. Tian and H. Tsui, "A Method of Shape and Reflectance
Recovery from Color Image Sequence", Proceedings of the Second Asian
Conference on Computer Vision(ACCV'95),
pp.II638--642, 1995.
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Y. Tian and H. Tsui, "Estimating Shape and Reflectance of
Surfaces by Color Image analysis", Lecture Notes in Computer Science
1024,``Image Analysis Applications and Computer
graphics'', pp266-273, 1995.
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Y. Tian and H. Tsui, "Recovering Depth and shape of Surface
Under Specular Reflection from Image
Sequence", Proceedings of the Third International Conference on
Automation, Robotics and Computer Vision(ICARCV'94),
pp.1995-1999, 1994.
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Y. Tian and H. Tsui, "Shape from Specular
Reflection Using Image Sequence", Proceedings of the first Asian
Conference on Computer Vision (ACCV'93), pp.97-100, 1993.
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Y. Tian and S. Ma,
"The Laser Active Triangular Range Finding System Based on the
Object Rotation", Proceedings of the Second Conference on Artificial
Intelligence, China, 1992.
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