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  • Thomas S Huang
2012

Substructure and boundary modeling for continuous action recognition

Wang, Z., Wang, J., Xiao, J., Lin, K. H. & Huang, T., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1330-1337 8 p. 6247818. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

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

Saliency-maximized audio visualization and efficient audio-visual browsing for faster-than-real-time human acoustic event detection

Lin, K. H., Zhuang, X., Goudeseune, C., King, S., Hasegawa-Johnson, M. & Huang, T. S., Oct 1 2013, In : ACM Transactions on Applied Perception. 10, 4, 26.

Research output: Contribution to journalArticle

2018

3D-Filtermap: A compact architecture for deep convolutional neural networks

Yang, Y., Yang, J., Xu, N., Han, W., Jojic, N. & Huang, T. S., Jan 1 2018.

Research output: Contribution to conferencePaper

2011

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

2013

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

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

2014

An ontological bagging approach for image classification of crowdsourced data

Xu, N., Wang, J., Wang, Z. & Huang, T. S., Sep 3 2014, 2014 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2014. Institute of Electrical and Electronics Engineers Inc., 6890588. (2014 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2014).

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

2017

Balanced Two-Stage Residual Networks for Image Super-Resolution

Fan, Y., Shi, H., Yu, J., Liu, D., Han, W., Yu, H., Wang, Z., Wang, X. & Huang, T. S., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, p. 1157-1164 8 p. 8014888. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2017-July).

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

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

2011

Learning to search efficiently in high dimensions

Li, Z., Ning, H., Cao, L., Zhang, T., Gong, Y. & Huang, T. S., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

2014

Visual media: History and perspectives

Huang, T., Le, V., Paine, T., Khorrami, P. & Tariq, U., Jan 1 2014, In : IEEE Multimedia. 21, 2, p. 4-10 7 p., 6818960.

Research output: Contribution to journalReview article

2018

Geometry-aware traffic flow analysis by detection and tracking

Shi, H., Wang, Z., Zhang, Y., Wang, X. & Huang, T. S., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 116-120 5 p. 8575394. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

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

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

2013

Image and video restorations via nonlocal kernel regression

Zhang, H., Yang, J., Zhang, Y. & Huang, T. S., Jun 1 2013, In : IEEE Transactions on Cybernetics. 43, 3, p. 1035-1046 12 p.

Research output: Contribution to journalArticle

2015

BodyPrint: Pose invariant 3D shape matching of human bodies

Wang, J., Ma, K., Singh, V. K., Huang, T. & Chen, T., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 1591-1599 9 p. 7410543. (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

2011

Joint sparse representation based automatic target recognition in SAR images

Zhang, H., Nasrabadi, N. M., Huang, T. S. & Zhangt, Y., Jun 29 2011, Algorithms for Synthetic Aperture Radar Imagery XVIII. 805112. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8051).

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

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

2015

Localizing web videos using social images

Cao, L., Liu, X. M., Liu, W., Ji, R. & Huang, T. S., May 1 2015, In : Information Sciences. 302, p. 122-131 10 p.

Research output: Contribution to journalArticle

2012

Multi-view automatic target recognition using joint sparse representation

Zhang, H., Nasrabadi, N. M., Zhang, Y. & Huang, T. S., Jul 23 2012, In : IEEE Transactions on Aerospace and Electronic Systems. 48, 3, p. 2481-2497 17 p., 6237604.

Research output: Contribution to journalArticle

2015

Real-world font recognition using deep network and domain adaptation

Wang, Z., Huang, T. S., Yang, J., Jin, H., Shechtman, E., Agarwala, A. & Brandt, J., Jan 1 2015.

Research output: Contribution to conferencePaper

2011

ICMI 2011 chairs' welcome

Boulard, H., Huang, T. S., Vidal, E., Gatica-Perez, D., Morency, L. P. & Sebe, N., Dec 19 2011, In : ICMI'11 - Proceedings of the 2011 ACM International Conference on Multimodal Interaction. p. iii-iv

Research output: Contribution to journalEditorial

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

2014

Data clustering by laplacian regularized l1 -graph

Yang, Y., Wang, Z., Yang, J., Wang, J., Chang, S. & Huang, T. S., Jan 1 2014, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, p. 3148-3149 2 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 4).

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

2018

Self-produced guidance for weakly-supervised object localization

Zhang, X., Wei, Y., Kang, G., Yang, Y. & Huang, T., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer-Verlag Berlin Heidelberg, p. 610-625 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11216 LNCS).

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

2019

Self-Reproducing Video Frame Interpolation

Deng, J., Yu, H., Wang, Z., Wang, X. & Huang, T. S., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 193-198 6 p. 8695418. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

2014

Learning Local Semantic Distances with Limited Supervision

Chang, S., Aggarwal, C. C. & Huang, T. S., Jan 1 2014, Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. Institute of Electrical and Electronics Engineers Inc., p. 70-79 10 p. 7023324. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2015-January, no. January).

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

2016

Large-scale supervised similarity learning in networks

Chang, S., Qi, G. J., Yang, Y., Aggarwal, C. C., Zhou, J., Wang, M. & Huang, T. S., Sep 1 2016, In : Knowledge and Information Systems. 48, 3, p. 707-740 34 p.

Research output: Contribution to journalArticle

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

2014

Automatic detection of auditory salience with optimized linear filters derived from human annotation

Kim, K., Lin, K. H., Walther, D. B., Hasegawa-Johnson, M. A. & Huang, T. S., Mar 1 2014, In : Pattern Recognition Letters. 38, 1, p. 78-85 8 p.

Research output: Contribution to journalArticle

2017

Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects

Wang, X., Fan, B., Chang, S., Wang, Z., Liu, X., Tao, D. & Huang, T. S., Oct 2017, In : IEEE Transactions on Image Processing. 26, 10, p. 4765-4776 12 p., 7967835.

Research output: Contribution to journalArticle

2012

Community detection with edge content in social media networks

Qi, G. J., Aggarwal, C. C. & Huang, T. S., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 534-545 12 p., 6228112.

Research output: Contribution to journalConference article

2014

Active planning, sensing, and recognition using a resource-constrained discriminant POMDP

Wang, Z., Wang, Z., Moll, M., Huang, P. S., Grady, D., Nasrabadi, N., Huang, T. S., Kavraki, L. & Hasegawa-Johnson, M. A., Sep 24 2014, Proceedings - 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2014. IEEE Computer Society, p. 754-761 8 p. 6910067. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

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

2015

Heterogeneous network embedding via deep architectures

Chang, S., Han, W., Tang, J., Qi, G. J., Aggarwal, C. C. & Huang, T. S., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 119-128 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

2018

Image Super-Resolution via Dual-State Recurrent Networks

Han, W., Chang, S., Liu, D., Yu, M., Witbrock, M. & Huang, T. S., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 1654-1663 10 p. 8578276. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

2014

Factorized Similarity Learning in Networks

Chang, S., Qi, G. J., Aggarwal, C. C., Zhou, J., Wang, M. & Huang, T. S., Jan 1 2014, Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. Institute of Electrical and Electronics Engineers Inc., p. 60-69 10 p. 7023323. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2015-January, no. January).

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

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

2011

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

2017

A multidisciplinary approach to designing and evaluating Electronic Medical Record portal messages that support patient self-care

Morrow, D., Hasegawa-Johnson, M., Huang, T., Schuh, W., Azevedo, R. F. L., Gu, K., Zhang, Y., Roy, B. & Garcia-Retamero, R., May 1 2017, In : Journal of Biomedical Informatics. 69, p. 63-74 12 p.

Research output: Contribution to journalArticle

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

Generative Bayesian image super resolution with natural image prior

Zhang, H., Zhang, Y., Li, H. & Huang, T. S., Aug 31 2012, In : IEEE Transactions on Image Processing. 21, 9, p. 4054-4067 14 p., 6200344.

Research output: Contribution to journalArticle

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

2019

Support regularized sparse coding and its fast encoder

Yang, Y., Yu, J., Kohli, P., Yang, J. & Huang, T. S., Jan 1 2019.

Research output: Contribution to conferencePaper

2011

Multimodal speech and audio user interfaces for K-12 outreach

Hasegawa-Johnson, M. A., Goudeseune, C., Cole, J., Kaczmarski, H., Kim, H., King, S., Mahrt, T., Huang, J. T., Zhuang, X., Lin, K. H., Sharma, H. V., Li, Z. & Huang, T. S., Dec 1 2011, p. 526-531. 6 p.

Research output: Contribution to conferencePaper

2015

Understanding image structure via hierarchical shape parsing

Liu, X., Ji, R., Wang, C., Liu, W., Zhong, B. & Huang, T. S., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 5042-5050 9 p. 7299139. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

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

2019

Enhance Visual Recognition Under Adverse Conditions via Deep Networks

Liu, D., Cheng, B., Wang, Z., Zhang, H. & Huang, T. S., Sep 2019, In : IEEE Transactions on Image Processing. 28, 9, p. 4401-4412 12 p., 8678738.

Research output: Contribution to journalArticle

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

2011

Leveraging social network information to recognize people

Dikmen, M. & Huang, T. S., Oct 31 2011, 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2011. 5981783. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

2019

Towards instance-level image-to-image translation

Shen, Z., Huang, M., Shi, J., Xue, X. & Huang, T. S., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3678-3687 10 p. 8953481. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

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