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2010

Accurate and efficient reconstruction of 3D faces from stereo images

Le, V., Tang, H., Cao, L. & Huang, T. S., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 4265-4268 4 p. 5651875. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Face recognition
Animation
Cameras

Action detection using multiple Spatial-Temporal Interest Point features

Cao, L., Tian, Y. L., Liu, Z., Yao, B., Zhang, Z. & Huang, T. S., Nov 22 2010, 2010 IEEE International Conference on Multimedia and Expo, ICME 2010. p. 340-345 6 p. 5583562. (2010 IEEE International Conference on Multimedia and Expo, ICME 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Learning systems
Feature extraction
Fusion reactions

A general framework to detect unsafe system states from multisensor data stream

Ning, H., Xu, W., Zhou, Y., Gong, Y. & Huang, T. S., Mar 1 2010, In : IEEE Transactions on Intelligent Transportation Systems. 11, 1, p. 4-15 12 p., 5200366.

Research output: Contribution to journalArticle

Labeling
Sensors
Monitoring

Age synthesis and estimation via faces: A survey

Fu, Y., Guo, G. & Huang, T. S., Aug 3 2010, In : IEEE transactions on pattern analysis and machine intelligence. 32, 11, p. 1955-1976 22 p., 5406526.

Research output: Contribution to journalArticle

Face
Synthesis
Aging of materials
Computer graphics
Biometrics

A novel vector representation of stochastic signals based on adapted ergodic HMMs

Tang, H., Hasegawa-Johnson, M. & Huang, T., Jul 1 2010, In : IEEE Signal Processing Letters. 17, 8, p. 715-718 4 p., 5482148.

Research output: Contribution to journalArticle

Hidden Markov models
Markov Model
Pattern Recognition
Pattern recognition systems
Pattern recognition

A robust framework for multiview age estimation

Li, Z., Fu, Y. & Huang, T. S., Sep 17 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. p. 9-16 8 p. 5543813. (2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometrics
Human computer interaction
Labels
Classifiers
Aging of materials

A worldwide tourism recommendation system based on geotagged web photos

Cao, L., Luo, J., Gallagher, A., Jin, X., Han, J. & Huang, T. S., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 2274-2277 4 p. 5495905. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems

Best of Automatic Face and Gesture Recognition 2008

Pantic, M., Sebe, N., Cohn, J. F. & Huang, T. S., May 2010, In : Image and Vision Computing. 28, 5, 1 p.

Research output: Contribution to journalEditorial

Gesture recognition
Face recognition

Content-based image retrieval with ontological ranking

Tsai, S. F., Tsai, M. H. & Huang, T. S., May 10 2010, Proceedings of SPIE-IS and T Electronic Imaging - Imaging and Printing in a Web 2.0 World; and Multimedia Content Access: Algorithms and Systems IV. 754004. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7540).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ranking
Content-based Image Retrieval
Image retrieval
retrieval
Ranking

Cross-dataset action detection

Cao, L., Liu, Z. & Huang, T. S., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 1998-2005 8 p. 5539875. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Labeling
Classifiers

Dense spatio-temporal motion segmentation for tracking multiple self-occluding people

Hofmann, M., Rigoll, G. & Huang, T. S., Jan 1 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. IEEE Computer Society, p. 9-14 6 p. 5543167. (2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image segmentation

Efficient highly over-complete sparse coding using a mixture model

Yang, J., Yu, K. & Huang, T., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 5 ed. Springer-Verlag, p. 113-126 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6315 LNCS, no. PART 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sparse Coding
Mixture Model
Sparse Representation
High-dimensional
Glossaries

Emotion recognition from arbitrary view facial images

Zheng, W., Tang, H., Lin, Z. & Huang, T. S., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 6 ed. Springer-Verlag, p. 490-503 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6316 LNCS, no. PART 6).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Emotion Recognition
Discriminant analysis
Image recognition
Arbitrary
Human computer interaction

Enhancing multi-lingual information extraction via cross-media inference and fusion

Lee, A., Passantino, M., Ji, H., Qi, G. & Huang, T., Dec 1 2010, p. 630-638. 9 p.

Research output: Contribution to conferencePaper

Cross Media
Information fusion
video
event
Fusion

Extended hierarchical gaussianization for scene classification

Xu, M., Zhou, X., Li, Z., Dai, B. & Huang, T. S., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 1837-1840 4 p. 5653825. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Statistics

Hierarchical density estimation for image classification

Li, Z., Zhou, X. & Huang, T. S., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 2297-2300 4 p. 5653284. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Decision trees
Parameter estimation
Testing
Costs

Hierarchical image feature extraction and classification

Tsai, M. H., Tsai, S. F. & Huang, T. S., Dec 1 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 1007-1010 4 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Image classification
Pattern recognition
Learning systems
Decision making

Human-centered face computing in multimedia interaction and communication

Fu, Y., Tang, H., Tu, J., Tao, H. & Huang, T. S., Mar 25 2010, Intelligent Multimedia Communication: Techniques and Applications. Chen, C. W., Li, Z. & Lian, S. (eds.). p. 465-505 41 p. (Studies in Computational Intelligence; vol. 280).

Research output: Chapter in Book/Report/Conference proceedingChapter

Communication
Image compression
Animation
Virtual reality

Human pose regression through multiview visual fusion

Zhao, X., Fu, Y., Ning, H., Liu, Y. & Huang, T. S., Jul 1 2010, In : IEEE Transactions on Circuits and Systems for Video Technology. 20, 7, p. 957-966 10 p., 5433014.

Research output: Contribution to journalArticle

Fusion reactions
Cameras
Learning algorithms
Linear regression
Feature extraction

Image classification using super-vector coding of local image descriptors

Zhou, X., Yu, K., Zhang, T. & Huang, T. S., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 5 ed. Springer-Verlag, p. 141-154 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6315 LNCS, no. PART 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Image Classification
Descriptors
Coding
Pipelines

Image interpretation using large corpus: Wikipedia

Rahurkar, M., Tsai, S. F., Dagli, C. & Huang, T. S., Aug 1 2010, In : Proceedings of the IEEE. 98, 8, p. 1509-1525 17 p., 5484723.

Research output: Contribution to journalArticle

Semantics
Image retrieval
Computer vision
Automobiles
Availability

Image super-resolution via sparse representation

Yang, J., Wright, J., Huang, T. S. & Ma, Y., Nov 1 2010, In : IEEE Transactions on Image Processing. 19, 11, p. 2861-2873 13 p., 5466111.

Research output: Contribution to journalArticle

Image resolution
Glossaries
Optical resolving power
Compressed sensing
Statistics

Improving classification accuracy by comparing local features through canonical correlations

Dikmen, M. & Huang, T. S., Nov 18 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 4032-4035 4 p. 5597389. (Proceedings - International Conference on Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers

Incremental spectral clustering by efficiently updating the eigen-system

Ning, H., Xu, W., Chi, Y., Gong, Y. & Huang, T. S., Jan 1 2010, In : Pattern Recognition. 43, 1, p. 113-127 15 p.

Research output: Contribution to journalArticle

Blogs
Clustering algorithms
Labels
Costs

Learning with ℓ1-graph for image analysis

Cheng, B., Yang, J., Yan, S., Fu, Y. & Huang, T. S., Apr 1 2010, In : IEEE Transactions on Image Processing. 19, 4, p. 858-866 9 p., 5357420.

Research output: Contribution to journalArticle

Supervised learning
Image analysis
Learning algorithms
Learning systems
Experiments

Locality-constrained linear coding for image classification

Wang, J., Yang, J., Yu, K., Lv, F., Huang, T. S. & Gong, Y., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 3360-3367 8 p. 5540018. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Classifiers
Bearings (structural)
Computational complexity
Nearest neighbor search

Misalignment-robust face recognition

Yan, S., Wang, H., Liu, J., Tang, X. & Huang, T. S., Apr 1 2010, In : IEEE Transactions on Image Processing. 19, 4, p. 1087-1096 10 p., 5356224.

Research output: Contribution to journalArticle

Face recognition
Byproducts
Learning
Facial Recognition
Experiments

Non-frontal view facial expression recognition based on ergodic hidden Markov model supervectors

Tang, H., Hasegawa-Johnson, M. A. & Huang, T. S., Nov 22 2010, 2010 IEEE International Conference on Multimedia and Expo, ICME 2010. p. 1202-1207 6 p. 5582576. (2010 IEEE International Conference on Multimedia and Expo, ICME 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Experiments

Non-local kernel regression for image and video restoration

Zhang, H., Yang, J., Zhang, Y. & Huang, T. S., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 3 ed. Springer-Verlag, p. 566-579 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6313 LNCS, no. PART 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kernel Regression
Restoration
Pixels
Super-resolution
Self-similarity

Novel Gaussianized vector representation for improved natural scene categorization

Zhou, X., Zhuang, X., Tang, H., Hasegawa-Johnson, M. A. & Huang, T. S., Jun 1 2010, In : Pattern Recognition Letters. 31, 8, p. 702-708 7 p.

Research output: Contribution to journalArticle

Normal distribution
Pattern recognition
Students
Experiments

RankCompete: Simultaneous ranking and clustering of web photos

Cao, L., Del Pozo, A., Jin, X., Luo, J., Han, J. & Huang, T. S., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1071-1072 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital cameras
Semantics

Real-world acoustic event detection

Zhuang, X., Zhou, X., Hasegawa-Johnson, M. A. & Huang, T. S., Sep 1 2010, In : Pattern Recognition Letters. 31, 12, p. 1543-1551 9 p.

Research output: Contribution to journalArticle

Acoustics
Technical presentations
Entropy
Neural networks
Experiments

Regularized maximum likelihood for intrinsic dimension estimation

Gupta, M. D. & Huang, T. S., Dec 1 2010, Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence, UAI 2010. p. 220-227 8 p. (Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence, UAI 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Maximum likelihood
Maximum Likelihood
Estimator
Poisson process
Convergence Properties

Robust license plate detection using image saliency

Lin, K. H., Tang, H. & Huang, T. S., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 3945-3948 4 p. 5649878. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sparse representation for computer vision and pattern recognition

Wright, J., Ma, Y., Mairal, J., Sapiro, G., Huang, T. S. & Yan, S., Jun 1 2010, In : Proceedings of the IEEE. 98, 6, p. 1031-1044 14 p., 5456194.

Research output: Contribution to journalArticle

Glossaries
Computer vision
Pattern recognition
Semantics

Spatialized epitome and its applications

Chu, X., Yan, S., Li, Y., Chan, K. L. & Huang, T. S., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 311-318 8 p. 5540196. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Target tracking
Face recognition
Image reconstruction
Spatial distribution

Special issue on multimodal affective interaction

Sebe, N., Aghajan, H., Huang, T. S., Magnenat-Thalmann, N. & Shan, C., Oct 1 2010, In : IEEE Transactions on Multimedia. 12, 6, p. 477-479 3 p., 5571816.

Research output: Contribution to journalEditorial

Supervised translation-invariant sparse coding

Yang, J., Yu, K. & Huang, T. S., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 3517-3524 8 p. 5539958. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Neural networks
Experiments

Toward robust learning of the Gaussian mixture state emission densities for hidden Markov models

Tang, H., Hasegawa-Johnson, M. A. & Huang, T. S., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 5242-5245 4 p. 5494989. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Learning algorithms
Experiments

Video semantic indexing using image classification

Yang, M., Lin, Y., Lv, F., Zhu, S., Yu, K., Dikmen, M., Cao, L. & Huang, T. S., Jan 1 2010, 2010 TREC Video Retrieval Evaluation Notebook Papers. National Institute of Standards and Technology

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Distributed computer systems
Classifiers
Semantics
2011

Active learning based on locally linear reconstruction

Zhang, L., Chen, C., Bu, J., Cai, D., He, X. & Huang, T. S., Aug 29 2011, In : IEEE transactions on pattern analysis and machine intelligence. 33, 10, p. 2026-2038 13 p., 5708150.

Research output: Contribution to journalArticle

Active Learning
Design of experiments
Learning algorithms
Convex optimization
Experimental design

Album-based object-centric event recognition

Tsai, S. F., Huang, T. S. & Tang, F., Nov 7 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6012232. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detectors
Websites
Semantics

Close the loop: Joint blind image restoration and recognition with sparse representation prior

Zhang, H., Yang, J., Zhang, Y., Nasrabadi, N. M. & Huang, T. S., Dec 1 2011, 2011 International Conference on Computer Vision, ICCV 2011. p. 770-777 8 p. 6126315. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Image reconstruction
Degradation
Restoration
Face recognition

Compositional object pattern: A new model for album event recognition

Tsai, S. F., Cao, L., Tang, F. & Huang, T. S., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 1361-1364 4 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Conveying

Compressive inverse light transport

Chu, X., Ng, T. T., Pahwa, R., Quek, T. Q. S. & Huang, T. S., Jan 1 2011.

Research output: Contribution to conferencePaper

Measurement errors
Costs
Lighting
Experiments

Diversified trajectory pattern ranking in geo-tagged social media

Yin, Z., Cao, L., Han, J., Luo, J. & Huang, T., Dec 1 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 980-991 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Websites

Efficient object localization with variation-normalized Gaussianized vectors

Zhuang, X., Zhou, X., Hasegawa-Johnson, M. A. & Huang, T. S., Mar 4 2011, Intelligent Video Event Analysis and Understanding. Zhang, J., Shao, L., Zhang, L. & Jones, G. (eds.). p. 93-109 17 p. (Studies in Computational Intelligence; vol. 332).

Research output: Chapter in Book/Report/Conference proceedingChapter

Consumer electronics
Computer vision
Railroad cars
Costs
Experiments

Efficient sparse representation based image super resolution via dual dictionary learning

Zhang, H., Zhang, Y. & Huang, T. S., Nov 7 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6011877. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Recovery
Experiments

Emotion recognition from an ensemble of features

Tariq, U., Lin, K. H., Li, Z., Zhou, X., Wang, Z., Le, V., Huang, T. S., Lv, X. & Han, T. X., Jun 17 2011, 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011. p. 872-877 6 p. 5771365. (2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Labels
Optics
Mathematical transformations

Expression recognition from 3D dynamic faces using robust spatio-temporal shape features

Le, V., Tang, H. & Huang, T. S., Jun 17 2011, 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011. p. 414-421 8 p. 5771435. (2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Feature extraction
Experiments