Search Results for author: Cheng-Wei Sang

Found 4 papers, 0 papers with code

A Dual Sparse Decomposition Method for Image Denoising

no code implementations24 Apr 2017 Hong Sun, Chen-Guang Liu, Cheng-Wei Sang

This method makes a sub-dictionary decomposition on the over-complete dictionary in the sparse decomposition.

Image Denoising

Sar image despeckling based on nonlocal similarity sparse decomposition

no code implementations22 Nov 2016 Cheng-Wei Sang, Hong Sun, Quisong Xia

This method combines the nonlocal self-similarity partition and a proposed modified sparse decomposition.

Sar Image Despeckling

Sparse Signal Subspace Decomposition Based on Adaptive Over-complete Dictionary

no code implementations27 Oct 2016 Hong Sun, Cheng-Wei Sang, Didier Le Ruyet

This method makes use of a novel criterion based on the occurrence frequency of atoms of the dictionary over the data set.

Image Denoising Retrieval

Principal Basis Analysis in Sparse Representation

no code implementations25 Nov 2015 Hong Sun, Cheng-Wei Sang, Chen-Guang Liu

This article introduces a new signal analysis method, which can be interpreted as a principal component analysis in sparse decomposition of the signal.

Image Denoising

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