Chenliang Xu

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2018


Towards Automatic Learning of Procedures from Web Instructional Videos
L. Zhou, C. Xu and J. J. Corso
AAAI Conference on Artificial Intelligence, 2018
[ paper | YouCookII]

MRI Tumor Segmentation with Densely Connected 3D CNN
L. Chen, Y. Wu, A. M. DSouza, A. Z. Abidin, C. Xu and A. Wismüller
In SPIE Conference on Medical Imaging, 2018

2017


One-Shot Video Object Segmentation with Iterative Online Fine-Tuning
A. Newswanger and C. Xu
In The DAVIS Challenge on Video Object Segmentation, CVPR Workshop, 2017
[ paper | poster ]

TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation
L. Ding and C. Xu
arXiv Report, 2017
[ paper ]

Deep Cross-Modal Audio-Visual Generation
L. Chen, S. Srivastava, Z. Duan and C. Xu
In Proc. of ACM International Conference on Multimedia Thematic Workshops, 2017
[ In Press, arXiv paper ]

Watch What You Just Said: Image Captioning with Text-Conditional Attention
L. Zhou, C. Xu, P. Koch and J. J. Corso
In Proc. of ACM International Conference on Multimedia Thematic Workshops, 2017
[ In Press, arXiv paper ]

Audio-Visual Source Association for String Ensembles through Multi-Modal Vibrato Analysis
B. Li, C. Xu, Z. Duan
In Proceedings of Sound and Music Computing (SMC), 2017
Best Paper Award at SMC
[ paper ]

Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking
Y. Yan, C. Xu, D. Cai and J. J. Corso
In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
[ paper ]

Action Understanding with Multiple Classes of Actors
C. Xu, C. Xiong, and J. J. Corso
In Review at IEEE Transactions on Pattern Analysis and Machine Intelligence
[ arXiv paper ]

2016 and Before


Dancelets Mining for Video Recommendation Based on Dance Styles
T. Han, H. Yao, C. Xu, X. Sun, Y. Zhang and J. J. Corso
IEEE Transactions on Multimedia (TMM), 2016
[ paper ]

Scale-Adaptive Video Understanding
C. Xu, PhD Thesis, University of Michigan, 2016
[ PDF ]

Actor-Action Semantic Segmentation with Grouping Process Models
C. Xu and J. J. Corso
In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
Spotlight Presentation Acceptance Rate: 9.7%
[ paper | video | poster ]

LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing
C. Xu and J. J. Corso
International Journal of Computer Vision (IJCV), 2016
[ paper | Early version on arXiv | project ]

Can Humans Fly? Action Understanding with Multiple Classes of Actors
C. Xu, S.-H. Hsieh, C. Xiong, and J. J. Corso
In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
[ paper | video | poster | data | code ]

A Study of Actor and Action Semantic Retention in Video Supervoxel Segmentation
C. Xu, R. F. Doell, S. J. Hanson, C. Hanson, and J. J. Corso
International Journal of Semantic Computing (IJSC), 2014
[ paper | Early version on arXiv ]

Flattening Supervoxel Hierarchies by the Uniform Entropy Slice
C. Xu, S. Whitt, and J. J. Corso
In Proceedings of IEEE International Conference on Computer Vision (ICCV), 2013
[ paper | video | poster | project ]

Are Actor and Action Semantics Retained in Video Supervoxel Segmentation?
C. Xu, R. F. Doell, S. J. Hanson, C. Hanson, and J. J. Corso
In Proceedings of IEEE International Conference on Semantic Computing (ICSC), 2013
[ paper | slides ]

A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching
P. Das, C. Xu, R. F. Doell, and J. J. Corso
In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
[ paper | poster | project ]

TRECVID 2013 GENIE: Multimedia Event Detection and Recounting
S. Oh, A. Perera, I. Kim, M. Pandey, K. Cannons, H. Hajimirsadeghi, A. Vahdat, G. Mori, B. Miller, S. McCloskey, Y.-C. Cheng, Z. Huang, C.-H. Lee, C. Xu, R. Kumar, W. Chen, J. Corso, L. Fei-Fei, D. Koller, V. Ramanathan, K. Tang, A. Joulin, A. Alahi
In NIST TRECVID Workshop, 2013
[ paper ]

Streaming Hierarchical Video Segmentation
C. Xu, C. Xiong, and J. J. Corso
In Proceedings of European Conference on Computer Vision (ECCV), 2012
Oral Presentation Acceptance Rate: 2.8%
[ paper | oral video | spotlight video | project ]

Evaluation of Super-Voxel Methods for Early Video Processing
C. Xu and J. J. Corso
In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012
[ paper | poster | project ]

TRECVID 2012 GENIE: multimedia event detection and recounting
A. Perera, S. Oh, M. Pandey, T. Ma, A. Hoogs, A. Vahdat, K. Cannons, G. Mori, S. McCloskey, B. Miller, S. Venkatesh, P. Davalos, P. Das, C. Xu, J. Corso, R. Srihari, I. Kim, Y.-C. Cheng, Z. Huang, C.-H. Lee, K. Tang, L. Fei-Fei, D. Koller
In NIST TRECVID Workshop, 2012
[ paper ]