46 citations · 100 across the 4 of their papers we have counts for
4 papers
Faster Stochastic ADMM for Nonsmooth Composite Convex Optimization in Hilbert Space
Weihua Deng, Haiming Song, Hao Wang +1
In this paper, a stochastic alternating direction method of multipliers (ADMM) is proposed for a class of nonsmooth composite and stochastic convex optimization problems in Hilbert…
Parallel Multi-Block ADMM with o(1/k) Convergence
Wei Deng, Ming-Jun Lai, Zhimin Peng +1
This paper introduces a parallel and distributed extension to the alternating direction method of multipliers (ADMM) for solving convex problem: minimize su…
Surveillance Video Processing Using Compressive Sensing
Hong Jiang, Wei Deng, Zuowei Shen
A compressive sensing method combined with decomposition of a matrix formed with image frames of a surveillance video into low rank and sparse matrices is proposed to segment the b…
Adaptive low rank and sparse decomposition of video using compressive sensing
Fei Yang, Hong Jiang, Zuowei Shen +2
We address the problem of reconstructing and analyzing surveillance videos using compressive sensing. We develop a new method that performs video reconstruction by low rank and spa…