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2010

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
2016

Consensus Oriented Recommendation

Ho, Y. C., Liu, X., Hsu, J. Y. J. & Huang, T. S., Jul 2 2016, Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016. Institute of Electrical and Electronics Engineers Inc., p. 294-297 4 p. 7830348. (Proceedings - 2016 9th International Symposium on Computational Intelligence and Design, ISCID 2016; vol. 1).

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

Recommender systems
Recommendations
Recommender Systems
Planning
Experiments
2012

Constrained nonnegative matrix factorization for image representation

Liu, H., Wu, Z., Li, X., Cai, D. & Huang, T. S., May 25 2012, In : IEEE transactions on pattern analysis and machine intelligence. 34, 7, p. 1299-1311 13 p., 6072214.

Research output: Contribution to journalArticle

Non-negative Matrix Factorization
Image Representation
Factorization
Matrix Decomposition
Matrix Method
2018

Interacting Tracklets for Multi-Object Tracking

Lan, L., Wang, X., Zhang, S., Tao, D., Gao, W. & Huang, T. S., Sep 2018, In : IEEE Transactions on Image Processing. 27, 9, p. 4585-4597 13 p.

Research output: Contribution to journalArticle

Labeling
Classifiers
2014

Ranking in heterogeneous social media

Tsai, M. H., Aggarwal, C. & Huang, T., Jan 1 2014, WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 613-622 10 p. (WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining).

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

2011

Time varying dynamic Bayesian network for nonstationary events modeling and online inference

Wang, Z., Kuruoǧlu, E. E., Yang, X., Xu, Y. & Huang, T. S., Apr 1 2011, In : IEEE Transactions on Signal Processing. 59, 4, p. 1553-1568 16 p., 5678659.

Research output: Contribution to journalArticle

Bayesian networks
Gaussian distribution
Random processes
Topology

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
2019

Improving 3D human pose estimation via 3D part affinity fields

Liu, D., Zhao, Z., Wang, X., Hu, Y., Zhang, L. & Huang, T. S., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1004-1013 10 p. 8659080. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Computer vision
Pixels
Detectors
Deep neural networks
2010

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
2015

A joint optimization framework of sparse coding and discriminative clustering

Wang, Z., Yang, Y., Chang, S., Li, J., Fong, S. & Huang, T. S., Jan 1 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3932-3938 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Cost functions
Feature extraction
Entropy
Experiments
2012

RankCompete: Simultaneous ranking and clustering of information networks

Cao, L., Jin, X., Yin, Z., Del Pozo, A., Luo, J., Han, J. & Huang, T. S., Oct 15 2012, In : Neurocomputing. 95, p. 98-104 7 p.

Research output: Contribution to journalArticle

Information Services
Cluster Analysis
Bibliographies
Walkers
Bibliography
2011

Graph regularized nonnegative matrix factorization for data representation

Cai, D., He, X., Han, J. & Huang, T. S., May 24 2011, In : IEEE transactions on pattern analysis and machine intelligence. 33, 8, p. 1548-1560 13 p., 5674058.

Research output: Contribution to journalArticle

Non-negative Matrix Factorization
Factorization
Matrix Factorization
Graph in graph theory
Graph Algorithms
2016

Deep interactive object selection

Xu, N., Price, B., Cohen, S., Yang, J. & Huang, T. S., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 373-381 9 p. 7780416. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

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

Sampling
Deep learning
2011

Recognizing pair-activities by causality analysis

Zhou, Y., Huang, T. S., Ni, B. & Yan, S., Jan 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 2, 1, 5.

Research output: Contribution to journalArticle

Causality
Trajectories
Trajectory
Feature Weighting
Granger Causality
2017

Image aesthetics assessment using Deep Chatterjee's machine

Wang, Z., Liu, D., Chang, S., Dolcos, F., Beck, D. M. & Huang, T. S., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 941-948 8 p. 7965953. (Proceedings of the International Joint Conference on Neural Networks; vol. 2017-May).

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

Labels
High level synthesis

Streaming recommender systems

Chang, S., Zhang, Y., Tang, J., Yin, D., Chang, Y., Hasegawa-Johnson, M. A. & Huang, T. S., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 381-389 9 p. 3052627. (26th International World Wide Web Conference, WWW 2017).

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

Recommender systems
Random processes
2015

Special issue on concept detection with big data

Chang, S. F., Huang, T. S., Lew, M. S. & Thomee, B., Jun 1 2015, In : International Journal of Multimedia Information Retrieval. 4, 2, p. 73-74 2 p.

Research output: Contribution to journalEditorial

Big data
2017

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes

Qi, G. J., Liu, W., Aggarwal, C. & Huang, T., Jul 1 2017, In : IEEE transactions on pattern analysis and machine intelligence. 39, 7, p. 1360-1373 14 p., 7505654.

Research output: Contribution to journalArticle

Labels
Image Classification
Image classification
Class
Functional Relationship
2016

Learning deep l0 encoders

Wang, Z., Ling, Q. & Huang, T. S., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 2194-2200 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

Feedforward neural networks
Neurons
Scalability
Deep learning
2018

Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach

Liu, DI., Wang, Z., Fan, Y., Liu, X., Wang, Z., Chang, S., Wang, X. & Huang, T. S., Jul 2018, In : IEEE Transactions on Image Processing. 27, 7, p. 3432-3445 14 p.

Research output: Contribution to journalArticle

Neural networks
Optical flows
Deep learning
2015

Breaking the Barrier to Transferring Link Information across Networks

Qi, G. J., Aggarwal, C. C. & Huang, T. S., Jul 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 7, p. 1741-1753 13 p., 6778767.

Research output: Contribution to journalArticle

Sampling
2012

Web-scale multimedia processing and applications [Scanning the Issue]

Chang, E., Chang, S. F., Hauptmann, A. G., Huang, T. S. & Slaney, M., Aug 31 2012, In : Proceedings of the IEEE. 100, 9, p. 2580-2583 4 p., 6269947.

Research output: Contribution to journalEditorial

Scanning
Processing

Improving faster-than-real-time human acoustic event detection by saliency-maximized audio visualization

Lin, K. H., Zhuang, X., Goudeseune, C., King, S., Hasegawa-Johnson, M. & Huang, T. S., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2277-2280 4 p. 6288368. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Audio recordings
Visualization
Acoustics
2018

Computed tomography super-resolution using convolutional neural networks

Yu, H., Liu, D., Shi, H., Yu, H., Wang, Z., Wang, X., Cross, B., Bramler, M. & Huang, T. S., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 3944-3948 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

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

Tomography
Neural networks
Image resolution
Feature extraction
X rays
2016

Designing a composite dictionary adaptively from joint examples

Wang, Z., Yang, Y., Yang, J. & Huang, T. S., Apr 21 2016, 2015 Visual Communications and Image Processing, VCIP 2015. Institute of Electrical and Electronics Engineers Inc., 7457839. (2015 Visual Communications and Image Processing, VCIP 2015).

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

Glossaries
Composite materials
Image denoising
Image reconstruction
Statistics
2015

Emotion Recognition from Non-Frontal Facial Images

Zheng, W., Tang, H. & Huang, T. S., Jan 2 2015, Emotion Recognition: A Pattern Analysis Approach. Wiley, p. 183-213 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Adaptive boosting
Face recognition
Support vector machines
Classifiers
Lighting
2012

Pooling robust shift-invariant sparse representations of acoustic signals

Huang, P. S., Yang, J., Hasegawa-Johnson, M. A., Liang, F. & Huang, T. S., Dec 1 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 2517-2520 4 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 3).

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

acoustics
Acoustics
coding
learning
event
2018

Robust emotion recognition from low quality and low bit rate video: A deep learning approach

Cheng, B., Wang, Z., Zhang, Z., Li, Z., Liu, D., Yang, J., Huang, S. & Huang, T. S., Jan 29 2018, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 65-70 6 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

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

Emotions
Learning
Bandwidth
Scalability
Benchmarking
2017

Neighborhood regularized ℓ1-graph

Yang, Y., Feng, J., Yu, J., Yang, J., Kohli, P. & Huang, T. S., Jan 1 2017.

Research output: Contribution to conferencePaper

Decomposition
2013

A max-margin perspective on sparse representation-based classification

Wang, Z., Yang, J., Nasrabadi, N. & Huang, T., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 1217-1224 8 p. 6751261. (Proceedings of the IEEE International Conference on Computer Vision).

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

Glossaries
Hinges
Gages
Classifiers
Experiments
2012

Coupled dictionary training for image super-resolution

Yang, J., Wang, Z., Lin, Z., Cohen, S. & Huang, T., Jul 27 2012, In : IEEE Transactions on Image Processing. 21, 8, p. 3467-3478 12 p., 6175956.

Research output: Contribution to journalArticle

Glossaries
Image resolution
Optical resolving power
Neural networks
Recovery
2010

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
2015

Subcategory-aware object detection

Yu, X., Yang, J., Lin, Z., Wang, J., Wang, T. & Huang, T., Sep 1 2015, In : IEEE Signal Processing Letters. 22, 9, p. 1472-1476 5 p., 6709751.

Research output: Contribution to journalArticle

Object Detection
Detector
Detectors
Ensemble
Clustering
2010

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
2013

Pose-robust face recognition via sparse representation

Zhang, H., Zhang, Y. & Huang, T. S., May 1 2013, In : Pattern Recognition. 46, 5, p. 1511-1521 11 p.

Research output: Contribution to journalArticle

Face recognition
Glossaries
Experiments

Discriminative and compact dictionary design for Hyperspectral Image classification using learning VQ framework

Wang, Z., Nasrabadi, N. & Huang, T., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3427-3431 5 p. 6638294. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Image classification
Glossaries
Vector quantization
Hinges
Pixels
2011

Learning the sparse representation for classification

Yang, J., Wang, J. & Huang, T., Nov 7 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6012083. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

Factorization
Discriminant analysis
Glossaries
Classifiers
Atoms
2012

Beyond Mahalanobis distance: Learning second-order discriminant function for people verification

Li, Z., Cao, L., Chang, S., Smith, J. R. & Huang, T. S., Aug 20 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012. p. 45-50 6 p. 6239342. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

Distance education
Computational efficiency
Semantics
2010

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

2015

Look and think twice: Capturing top-down visual attention with feedback convolutional neural networks

Cao, C., Liu, X., Yang, Y., Yu, Y., Wang, J., Wang, Z., Huang, Y., Wang, L., Huang, C., Xu, W., Ramanan, D. & Huang, T. S., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 2956-2964 9 p. 7410695. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

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

Neural networks
Feedback
Image classification
Computer vision
Neurons
2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

Xu, N., Yang, L., Fan, Y., Yang, J., Yue, D., Liang, Y., Price, B., Cohen, S. & Huang, T., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer-Verlag, p. 603-619 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11209 LNCS).

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

Video Segmentation
Segmentation
Statistics
Optical flows
Image segmentation
2017

Robust convex clustering analysis

Wang, Q., Gong, P., Chang, S., Huang, T. S. & Zhou, J., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1263-1268 6 p. 7837983. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Unsupervised learning
Heuristic algorithms
2011

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
2012

Kernel multi-metric learning for multi-channel transient acoustic signal classification

Zhang, H., Zhang, Y., Nasrabadi, N. M. & Huang, T. S., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 1989-1992 4 p. 6288297. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Acoustics
Learning algorithms
2011

Introduction to the special section on real-world face recognition

Hua, G., Yang, M. H., Learned-Miller, E., Ma, Y., Turk, M., Kriegman, D. J. & Huang, T. S., Aug 29 2011, In : IEEE transactions on pattern analysis and machine intelligence. 33, 10, p. 1921-1924 4 p., 5989909.

Research output: Contribution to journalEditorial

Face recognition
Face Recognition
2010

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
2011

Learning semantic embedding at a large scale

Tsai, M. H., Wang, J., Zhang, T., Gong, Y. & Huang, T. S., Dec 1 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 2497-2500 4 p. 6116168. (Proceedings - International Conference on Image Processing, ICIP).

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

Semantics
Image classification
Data storage equipment
Experiments
2012

Joint dynamic sparse representation for multi-view face recognition

Zhang, H., Nasrabadi, N. M., Zhang, Y. & Huang, T. S., Apr 1 2012, In : Pattern Recognition. 45, 4, p. 1290-1298 9 p.

Research output: Contribution to journalArticle

Face recognition
Atoms
Experiments
2013

Opportunistic sensing for object recognition - A unified formulation for dynamic sensor selection and feature extraction

Wang, Z., Yang, J., Nasrabadi, N., Wang, J. & Huang, T., Oct 21 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607477. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

Object recognition
Feature extraction
Entropy
Sensors
Face recognition
2011

Locality-sensitive support vector machine by exploring local correlation and global regularization

Qi, G. J., Tian, Q. & Huang, T., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 841-848 8 p. 5995378. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Support vector machines
Classifiers
Image retrieval