484 citations · 1.2k across the 39 of their papers we have counts for
Showing 2017 · cs.CVShow all
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cs.CV2017★ 4 cited
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization
Zhiyuan Zha, Xin Yuan, Bihan Wen +3
Sparse coding has achieved a great success in various image processing tasks. However, a benchmark to measure the sparsity of image patch/group is missing since sparse coding is es…
cs.CV2017★ 10 cited
Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG
Xin Yuan, Raziel Haimi-Cohen
We present an end-to-end image compression system based on compressive sensing. The presented system integrates the conventional scheme of compressive sampling and reconstruction w…
cs.CV2017★ 1 cited
Block-wise Lensless Compressive Camera
Xin Yuan, Gang Huang, Hong Jiang +1
The existing lensless compressive camera ()~\cite{Huang13ICIP} suffers from low capture rates, resulting in low resolution images when acquired over a short t…