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2019

Lap-Based Video Frame Interpolation

Jayashankar, T., Moulin, P., Blu, T. & Gilliam, C., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 4195-4199 5 p. 8803484. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

Random ensemble of locally optimum detectors for detection of adversarial examples

Goel, A. & Moulin, P., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1189-1193 5 p. 8646479. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

2018

GPU accelerated probabilistic latent sequential motifs for activity analysis

Mohiuddin, K. W., Varadarajan, J., Emonet, R., Odobez, J. M. & Moulin, P., Jan 1 2018, VISAPP. Imai, F., Tremeau, A. & Braz, J. (eds.). SciTePress, p. 409-418 10 p. (VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

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

2017

Active online anomaly detection using dirichlet process mixture model and Gaussian process classification

Varadarajan, J., Subramanian, R., Ahuja, N., Moulin, P. & Odobez, J. M., May 11 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 615-623 9 p. 7926657. (Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017).

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

Convergence rates of inertial splitting schemes for nonconvex composite optimization

Johnstone, P. R. & Moulin, P., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4716-4720 5 p. 7953051. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Information-theoretic characterizations of Markov random fields and subfields

Yeung, R. W., Al-Bashabsheh, A., Chen, C., Chen, Q. & Moulin, P., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3040-3044 5 p. 8007088. (IEEE International Symposium on Information Theory - Proceedings).

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

Locally optimal detection of adversarial inputs to image classifiers

Moulin, P. & Goel, A., Sep 5 2017, 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017. Institute of Electrical and Electronics Engineers Inc., p. 459-464 6 p. 8026257. (2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017).

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

Lower bounds on rate of fixed-length source codes under average- and 6-fidelity constraints

Moulin, P., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3220-3224 5 p. 8007124

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

Multi-modal social interaction recognition using view-invariant features

Trabelsi, R., Varadarajan, J., Pei, Y., Zhang, L., Jabri, I., Bouallegue, A. & Moulin, P., Nov 13 2017, ISIAA 2017 - Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Co-located with ICMI 2017. Lefevre, F., Chaminade, T., Ngyuen, N. & Ochs, M. (eds.). Association for Computing Machinery, Inc, p. 47-48 2 p. (ISIAA 2017 - Proceedings of the 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Co-located with ICMI 2017).

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

Robust multi-modal cues for dyadic human interaction recognition

Trabelsi, R., Varadarajan, J., Pei, Y., Zhang, L., Jabri, I., Bouallegue, A. & Moulin, P., Oct 27 2017, MUSA2 2017 - Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, co-located with MM 2017. Association for Computing Machinery, Inc, p. 47-53 7 p. (MUSA2 2017 - Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, co-located with MM 2017).

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

Robust visual tracking using oblique random forests

Zhang, L., Varadarajan, J., Suganthan, P. N., Ahuja, N. & Moulin, P., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5825-5834 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

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

Source coding with distortion profile constraints

Moulin, P., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 3215-3219 5 p. 8007123

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

2016

Asymptotically achievable error probabilities for multiple hypothesis testing

Moulin, P., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., p. 1541-1545 5 p. 7541557. (IEEE International Symposium on Information Theory - Proceedings; vol. 2016-August).

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

2015

A classification centric quantizer for efficient encoding of predictive feature errors

Deeann Chen, S. & Moulin, P., Apr 24 2015, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE Computer Society, p. 2098-2102 5 p. 7094844. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2015-April).

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

Approximationorder of the lap optical flow algorithm

Blu, T., Moulin, P. & Gilliam, C., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 48-52 5 p. 7350757. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

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

Convergence of an inertial proximal method for l1-regularized least-squares

Johnstone, P. R. & Moulin, P., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3566-3570 5 p. 7178635. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

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

Deep hashing for compact binary codes learning

Liong, V. E., Lu, J., Wang, G., Moulin, P. & Zhou, J., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 2475-2483 9 p. 7298862. (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

Motion Part Regularization: Improving action recognition via trajectory group selection

Ni, B., Moulin, P., Yang, X. & Yan, S., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3698-3706 9 p. 7298993. (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

Multi-feature hashing based on SNR maximization

Yu, H. & Moulin, P., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 1815-1819 5 p. 7351114. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

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

Multi-manifold deep metric learning for image set classification

Lu, J., Wang, G., Deng, W., Moulin, P. & Zhou, J., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1137-1145 9 p. 7298717. (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

On MMSE estimation from quantized observations in the nonasymptotic regime

Lee, J., Raginsky, M. & Moulin, P., Sep 28 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 2924-2928 5 p. 7282992. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

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

SNR maximization hashing for learning compact binary codes

Yu, H. & Moulin, P., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1692-1696 5 p. 7178259. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

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

Strong large deviations for Rao test score and GLRT in exponential families

Moulin, P. & Johnstone, P. R., Sep 28 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 779-783 5 p. 7282561. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

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

2014

A two-part predictive coder for multitask signal compression

Deeann Chen, S. & Moulin, P., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 2035-2039 5 p. 6853956

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

Beta process multiple kernel learning

Ni, B., Li, T. & Moulin, P., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 963-970 8 p. 6909523. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Fingerprint information maximization for content identification

Naini, R. & Moulin, P., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3809-3813 5 p. 6854314. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Multiple granularity analysis for fine-grained action detection

Ni, B., Paramathayalan, V. R. & Moulin, P., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 756-763 8 p. 6909497. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Pipelining localized semantic features for fine-grained action recognition

Zhou, Y., Ni, B., Yan, S., Moulin, P. & Tian, Q., Jan 1 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 4 ed. Springer-Verlag, p. 481-496 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8692 LNCS, no. PART 4).

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

Second-order capacities of erasure and list decoding

Tan, V. Y. F. & Moulin, P., Jan 1 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 1887-1891 5 p. 6875161. (IEEE International Symposium on Information Theory - Proceedings).

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

Simultaneous feature and dictionary learning for image set based face recognition

Lu, J., Wang, G., Deng, W. & Moulin, P., Jan 1 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 1 ed. Springer-Verlag Berlin Heidelberg, p. 265-280 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8689 LNCS, no. PART 1).

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

Strong large deviations for composite hypothesis testing

Huang, Y. W. & Moulin, P., 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 556-560 5 p. 6874894

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

2013

Asymptotic Neyman-Pearson games for converse to the channel coding theorem

Moulin, P., Dec 19 2013, 2013 IEEE International Symposium on Information Theory, ISIT 2013. p. 1541-1545 5 p. 6620485. (IEEE International Symposium on Information Theory - Proceedings).

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

Image set classification using holistic multiple order statistics features and localized multi-kernel metric learning

Lu, J., Wang, G. & Moulin, P., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 329-336 8 p. 6751150. (Proceedings of the IEEE International Conference on Computer Vision).

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

Integrating multi-stage depth-induced contextual information for human action recognition and localization

Ni, B., Pei, Y., Liang, Z., Lin, L. & Moulin, P., Aug 20 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013. 6553756. (2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013).

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

Manipulation pattern discovery: A nonparametric bayesian approach

Ni, B. & Moulin, P., Jan 1 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 1361-1368 8 p. 6751279. (Proceedings of the IEEE International Conference on Computer Vision).

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

Multiview discriminative learning for age-invariant face recognition

Sungatullina, D., Lu, J., Wang, G. & Moulin, P., Aug 20 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013. 6553724. (2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013).

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

Regularized Adaboost for content identification

Yu, H. & Mouliny, P., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3078-3082 5 p. 6638224. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

RGB-D video content identification

Yu, H., Moulin, P. & Roy, S., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3776-3780 5 p. 6638364. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

2012

A depth camera based fall recognition system for the elderly

Dubey, R., Ni, B. & Moulin, P., Jul 27 2012, Image Analysis and Recognition - 9th International Conference, ICIAR 2012, Proceedings. PART 2 ed. p. 106-113 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7325 LNCS, no. PART 2).

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

Finite blocklength coding for multiple access channels

Huang, Y. W. & Moulin, P., Oct 22 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 831-835 5 p. 6284677. (IEEE International Symposium on Information Theory - Proceedings).

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

Model-based decoding metrics for content identification

Naini, R. & Moulin, P., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 1829-1832 4 p. 6288257. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Omni-range spatial contexts for visual classification

Ni, B., Xu, M., Tang, J., Yan, S. & Moulin, P., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 3514-3521 8 p. 6248094. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

On fingerprinting capacity games for arbitrary alphabets and their asymptotics

Huang, Y. W. & Moulin, P., Oct 22 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 2571-2575 5 p. 6283982. (IEEE International Symposium on Information Theory - Proceedings).

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

Online learning with kernels: Overcoming the growing sum problem

Singh, A., Ahuja, N. & Moulin, P., Dec 12 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349811. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

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

Order-preserving sparse coding for sequence classification

Ni, B., Moulin, P. & Yan, S., Oct 30 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 2 ed. p. 173-187 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7573 LNCS, no. PART 2).

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

Real Adaboost for content identification

Naini, R. & Moulin, P., Nov 6 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 756-759 4 p. 6319814. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

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

RGBD-camera based get-up event detection for hospital fall prevention

Ni, B., Nguyen, C. D. & Moulin, P., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 1405-1408 4 p. 6287947. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

The log-volume of optimal constant-composition codes for memoryless channels, within O(1) bits

Moulin, P., Oct 22 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 826-830 5 p. 6284676. (IEEE International Symposium on Information Theory - Proceedings).

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

2011

RGBD-HuDaAct: A color-depth video database for human daily activity recognition

Ni, B., Wang, G. & Moulin, P., Dec 1 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 1147-1153 7 p. 6130379. (Proceedings of the IEEE International Conference on Computer Vision).

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

2010

A geometrically-resilient SURF-based image fingerprinting scheme

Gigaud, G. & Moulin, P., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 3669-3672 4 p. 5652507. (Proceedings - International Conference on Image Processing, ICIP).

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