Multimedia Institute

Group
C-V-M-L
B-I-A
M-I-R
M-S-F

Computer Vision and Machine Learing

PI: Liu An-An, Nie Wei-Zhi , Su Yu-Ting

Keywords:Object detection,Object tracking,Event modeling,Action Recognition



Representative Publications:

  1. Wei-Zhi Nie, An-An Liu, Zan Gao, Yu-Ting Su, “Clique-graph Matching by Preserving Global & Local Structure”, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4503-4510,2015.

  2. Anan Liu, Weizhi Nie, Yuting Su, Li Ma, Tong Hao, Zhaoxuan Yang, “Coupled Hidden Conditional Random Fields for RGB-D Human Action Recognition,” Signal Processing, Vol.112, pp.74–82, 2015

  3. Anan Liu, Ning Xu, Yuting Su, Hong Lin, Tong Hao, Zhaoxuan Yang, “Single/Multi-view Human Action Recognition via Regularized Multi-Task Learning,” Neurocomputing, Vol.151, No.2, pp.544–553, 2015.

Biomedical Image Analysis

PI: Liu An-An, Mei Chen, Nie Wei-Zhi

Keywords:Cell detection,Cell tracking,Mitosis identification,Apoptsis identification



Representative Publications:

  1. Anan Liu, Kang Li, Takeo Kanade, “A Semi-Markov Model for Mitosis Segmentation in Time-Lapse Phase Contrast Microscopy Image Sequences of Stem Cell Populations”, IEEE Transactions on Medical Imaging, Vol. 31, No. 2, pp. 359-369, 2012

  2. Yuting Su, Jing Yu, Anan Liu, Zan Gao,Tong Hao, Zhaoxuan Yang, “Cell Type-independent Mitosis Event Detection via Hidden-state Conditional Neural Fields”, 2014 International Symposium on Biomedical Imaging, 2014.

Multimedia Information and Retrieval

PI: Nie Wei-Zhi, Liu An-An, Su Yu-Ting

Keywords: Social Network, Topic Model, 3D Model Retrieval



Representative Publications:

  1. Weizhi Nie, Anan Liu, Yuting Su, 3D Object Retrieval based on Sparse Coding in Weak Supervision, Journal of Visual Communication and Image Representation, 2015.

  2. Weizhi Nie, Anan Liu, Yuting Su, “Geo-location Driven Image Tagging via Cross-domain Learning,” Multimedia Systems, 2014.

  3. Weizhi Nie, Anan Liu, Yuting Su, “Quality models for venue recommendation in location-based social network,” Multimedia Tools and Applications, 2014.

  4. Yuting Su, Haiyi Wang, Peiguang Jing*, and Chuanzhong Xu. A Spatial-Temporal Iterative Tensor Decomposition Technique for Gesture Recognition. Multimedia tools and application.

Media Security And Forensics

PI: Su Yu-Ting, Zhang Jing, and Zhang Cheng-Qian

Keywords: Information Hiding, Digital Watermarking, Temper Detection



Representative Publications:

  1. Junyu Xu, Yuting Su, Xingang You, Detection of video transcoding for digital forensics, Audio, Language and Image Processing, pp.160-164, 2012.

  2. Yuting Su, Chengqian Zhang, Chuntian Zhang. A video steganalytic algorithm against motion-vector-based steganography, Signal Processing, 2011.

  3. Yuting Su, Jing Zhang, Yu Han, Jing Chen, Qingzhong Liu, Exposing digital video logo-removal forgery by inconsistency of blur, International Journal of Pattern Recognition and Artificial Intelligence, November 2010, 24(7): 1027-1046.