D. Chen
and J. Yang, "Robust Object Tracking Via Online
Spatial Bias Appearance Model Learning", in IEEE Transactions on
Pattern Analysis and Machine Intelligence Dec.
2007.
D. Chen,
Q. Liu, M. Sun and J. Yang, “Mining Appearance Models Directly
from Compressed Video”, to appear in IEEE Transactions on Multimedia.
D. Chen,
Y. Chang, R. Yan and J. Yang, “Tools for
Protecting The Priavcy of Specific Individuals in
Video”, to appear in EURASIP Journal on
Applied Signal Processing special issue on Signal
Processing Technologies for Ambient Intelligence in
Home-Care Applications.
D. Chen,
J. Yang, R. Malkin, H. D. Wactlar, “Detecting Social
Interaction of Elderly in a Nursing Home
Environment”, in the ACM Transactions on Multimedia
Computing, Communication and Application, Feb.
2007.
D.
Chen and J-M. Odobez, “Video Text Recognition Error Reduction Using
ROVER”, Pattern Recognition Letters, vol. 26(9),
pp:1386-1403, 2005.
D. Chen,
J-M. Odobez and J-P. Thiran, “Monte Carlo Video Text
Segmentation", International Journal of Pattern Recognition
and Artificial Intelligence, vol. 5(19), pp:
647-661, 2005.
D. Chen,
J-M. Odobez, and H. Bourlard, “Text Detection and Recognition in Images and
Video Frames", Pattern Recognition, vol. 3(37) pp: 595-608,
2004.
D. Chen,
J-M. Odobez and J-P. Thiran, “A Localization/Verification Scheme
for Finding Text in Images and Videos Based on
Contrast Independent Features and Machine Learning
Methods", Signal Processing: Image Communication, vol.
3(19), pp: 205-217, 2004.
|
D. Chen, “Modeling vs.
Segmenting Images Using A Probabilistic Approach”, in Proceedings of IEEE
International Conference on Image Processing
2007.
D. Chen, A. Bharucha, and H. Wactlar, “People Identification through
Ambient Camera Networks”, International Conference on Multimedia and
Ambient Intelligence 2007.
D. Chen, A. Bharucha,
and H. Wactlar, “Intelligent Monitoring to Improve Safety of Older
Persons”, EMBC 2007.
D. Chen,
Q. Liu, M. Sun and J. Yang, “Mining Appearance Models Directly
from Compressed Video”, in Proceedings of the12th ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining. August
20-23, 2006, Philadelphia, PA, USA .
R.
Malkin, D. Chen, J. Yang, A. Waibel, “Multimodal Estimation of User Interruptibility
for Smart Mobile Telephones”, in Proceedings of ACM
International Conference on Multimodal Interface, 2006.
D. Chen
and J. Yang, “Exploiting High Dimensional Video
Features Using Layered Gaussian Mixture Models”, in
Proceedings of IAPR International Conference on Pattern Recognition,
2006.
D. Liu,
D. Chen and T. Chen, “Latent Layout Analysis for
Discovering Objects in Images”, in Proceedings of IAPR
International Conference on Pattern Recognition, 2006.
D. Liu,
D. Chen and T. Chen, “Unsupervised Image Layout Extraction”,
in Proceedings of IEEE Conference on Image Processing, 2006.
A. J.
Bharucha, C. Atkeson, S. Stevens, D. Chen, H. Wactlar, B. Pollock, M.
A. Dew, “CareMedia: Automated Video and Sensor Analysis
for Geriatric Care”, in Proceedings of Annual Meeting of the
American Association for Geriatric Psychiatry, San Juan, Puerto Rico,
March 12, 2006.
Q. Liu,
D. Chen, M. Sun and R. J. Sclabassi, “Specialized Video and
Physiological Data Coding System for Remote Monitoring”, in
Proceedings of IEEE Conference on Multimedia Expo, 2006.
R.
Malkin, D. Chen, and J. Yang, “Directing Attention in Online
Aggregate Sensor Streams via Auditory Blind Value Assignment”,
in Proceedings of IEEE Conference on Multimedia Expo, 2006.
Y.
Chang, R. Yan, D. Chen, and J. Yang, “People Identification with Limited
Labels in Privacy-Protected Video”, in Proceedings of IEEE
Conference on Multimedia Expo, 2006.
D. Chen
and J. Yang, "Image Registration in Uncalibrated
Omnidirectional Camera Network", in Proceedings of IEEE
Workshop on Applications of Computer Vision, 2005.
A.J.
Bharucha, D. Chen, H. Wactlar, S. Stevens, C. Atkeson, M.A. Dew, B.G.
Pollock, “CareMedia: Automated Video and Sensor Analysis
for Geriatric Care”, in Proceedings of the WPIC research
day, University of Pittsburgh School of Medicine 2005.
D. Chen,
J. Yang and H. Wactlar, “A Study of Detecting Social
Interaction in a Nursing Home Environment”, in Proceedings
of International Conference on Computer Vision workshop on
Human-Computer Interaction, 2005.
S.
Stevens, A. Bharucha, M. Christel, H. Wactlar, C. Atkeson, D. Chen, A.
Hauptmann, J. Yang, “Continuous Audiovisual Capture of
Behavior in a Dementia Unit: Recruitment and Ethical Issues in
Biopsychosocial Research”, in Proceedings of Annual Meeting
of the Gerontological Society of America, Orlando, FL, Nov. 18-22, 2005
.
W. Wu,
D. Chen, J. Yang, “Integrating Co-training and
Recognition for Text Detection in Images”, in Proceedings of
IEEE Conference on Multimedia Expo, 2005.
D. Chen
and J. Yang, “Online Learning Region Confidences
for Object Tracking”, in Proceedings of International
Conference on Computer Vision workshop on Video Surveillance
Performance Evaluation of Tracking and Surveillance, 2005.
W. Wang,
D. Chen, W. Gao and J. Yang , “Modeling Background from
Compressed Video”, in Proceedings of International
Conference on Computer Vision workshop on Video Surveillance
Performance Evaluation of Tracking and Surveillance, 2005.
D. Chen,
J. Yang, H. Wactlar, "Towards Automatic Analysis of Social Interaction
Patterns in a Nursing Home Environment from Video", in
Proceedings of 6th ACM SIGMM International Workshop on Multimedia
Information Retrieval(MIR 2004), 2004.
D. Chen,
R. Malkin, J. Yang, "Multimodal Detection of Human
Interaction Events in a Nursing Home Environment", in
Proceedings of ACM International Conference on Multimodal Interface,
2004.
H. D.
Wactlar, M. Christel, A. Hauptmann, D. Chen, J. Yang, "Infrastructure for Machine Understanding of
Video Observations in Skilled Care Facilities - Implications of Early
Results from CareMedia Case Studies", In Proceedings of
UbiHealth 2004.
D. Chen
and J-M. Odobez, "Sequential Monte Carlo Video Text
Segmentation", in Proceedings of International Conference
on Image Processing, 2003.
D. Chen,
J-M. Odobez, and H. Bourlard, "Text Segmentation and Recognition in Complex
Background Based on Markov Random Field", in Proceedings of
International Conference on Pattern Recognition, 2002.
J-M.
Odobez and D. Chen, "Video Text Recognition Based on Markov Random
Field and grayscale consistency constraint", in Proceedings
of International Conference on Image Processing, 2002.
D. Chen,
H. Bourlard, and J-P. Thiran, "Text identification in complex background using
SVM", in Proceedings of IEEE Computer Vision and Pattern
Recognition, 2001.
D. Chen,
K. Shearer, and H. Bourlard, "Text enhancement with asymmetric filter for
video OCR", in Proceedings of the 11th International
Conference on Image Analysis and Processing, 2001.
D. Chen,
K. Shearer, and H. Bourlard, "Video OCR for sport video annotation and
retrieval", in Proceedings of the 8th IEEE International
Conference on Mechatronics and Machine Vision in Practice, 2001.
D. Chen
and J. Luettin, "Multiple hypothesis Video OCR",
in Proceedings of the 4th IAPR workshop on Document Analysis System,
2000.
D. Chen,
H. Gellerson, "Cognition Based Collaboration Log
for CSCW", in Proceedings of International Conference on
Cognitive Science, 1999
D. Chen,
A. Schmidt, H. Gellerson, "An Architecture for Multi-Sensor Fusion in
Mobile Environments", in Proceedings of International
Conference on Information Fusion, 1999
D. Chen,
H. Gellerson, "Recognition and Reasoning in an
Awareness Support system for Generation of Storyboard-like Views of
Recent Activity", in Proceedings of ACM International
Conference on Supporting Group Work (ACM SIGGROUP), 1999
F. Wu,
W. Gao, Y. Xiang, and D. Chen, "On-line sprite encoding with large
global motion estimation", in Proceedings of IEEE Conference
on Data Compression, 1998.
F. Wu,
W. Gao, and D. Chen, “MPEG-4 Audio Encoding”, in Proceedings of the 5th
conference on Human Computer and Speech Communication, pp357-361 ,July
1998.
D. Chen,
W. Gao, X. Chen, "A New Approach to Recover 3D Shape
Based on Structure-Lighting", in Proceedings of IEEE
International Conference on Signal Processing, 1996.
D. Chen,
W. Gao, X. Chen, "Build Perception Model To
Multimodal Interface", in Proceedings of International
Conference on Multimodal Interface, 1996.
|