Papers
- H. Jiang, S. Zhao, Z. Shen, W. Deng, P. A. Wilford, and R. Haimi‐Cohen. Surveillance video analysis using compressive sensing with low latency. Bell Labs Technical Journal, 18(4), 63-74 (2014).
- W. Deng, M.-J. Lai, Z. Peng, and W. Yin. Parallel Multi-Block ADMM with o(1/k) Convergence, arXiv preprint arXiv:1312.3040 (2013).
- F. Yang, H. Jiang, Z. Shen, W. Deng, and D. Metaxas. Adaptive low rank and sparse decomposition of video using compressive sensing, arXiv preprint arXiv:1302.1610 (2013).
- W. Deng, and W. Yin. On the global and linear convergence of the generalized alternating direction method of multipliers, Rice University CAAM Technical Report TR12-14 (2012). [pdf]
- H. Jiang, W. Deng, and Z. Shen. Surveillance video processing using compressive sensing, Inverse Problems and Imaging, 6 (2):201-214 (2012). [pdf]
- W. Deng, W. Yin, and Y. Zhang. Group sparse optimization by alternating direction method, Rice University CAAM Technical Report TR11-06 (2011). [pdf] [website/code]
Software
- YALL1-Group: a MATLAB solver for recovering group/joint sparse data. [website/code]