Chenliang Xu

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2018


Audio-Visual Event Localization in Unconstrained Videos
Y. Tian, J. Shi, B. Li, Z. Duan and C. Xu
European Conference on Computer Vision (ECCV), 2018
[ paper | project]

Lip Movements Generation at a Glance
L. Chen, Z. Li, R. Maddox, Z. Duan and C. Xu
European Conference on Computer Vision (ECCV), 2018
[ paper | demo | code ]

Generating Talking Face Landmarks from Speech
S. E. Eskimez, R. Maddox, C. Xu and Z. Duan
International Conference on Latent Variable Analysis and Signal Separation (LVA-ICA), 2018
[ paper ]

Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment
L. Ding and C. Xu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[ paper ]

Encoding and Selecting Coarse-Grain Mapping Operators with Hierarchical Graphs
M. ChaKraborty, C. Xu and A. D. White
Journal of Chemical Physics, 2018
[ paper | arXiv ]

Improving Text-based Person Search by Spatial Matching and Adaptive Threshold
T. Chen, C. Xu and J. Luo
IEEE Winter Conference on Applications of Computer Vision (WACV), 2018
[ paper ]

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

MRI Tumor Segmentation with Densely Connected 3D CNN
L. Chen, Y. Wu, A. M. DSouza, A. Z. Abidin, A. Wismüller, and C. Xu
SPIE Conference on Medical Imaging (SPIE), 2018
Oral Presentation
[ paper | code | talk ]

2017


One-Shot Video Object Segmentation with Iterative Online Fine-Tuning
A. Newswanger and C. Xu
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
ACM International Conference on Multimedia Thematic Workshops, 2017
[ paper ]

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

Audio-Visual Source Association for String Ensembles through Multi-Modal Vibrato Analysis
B. Li, C. Xu, Z. Duan
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
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
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
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
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
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
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
NIST TRECVID Workshop, 2013
[ paper ]

Streaming Hierarchical Video Segmentation
C. Xu, C. Xiong, and J. J. Corso
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
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
NIST TRECVID Workshop, 2012
[ paper ]