no code implementations • 24 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.
no code implementations • 22 Nov 2016 • Cheng-Wei Sang, Hong Sun, Quisong Xia
This method combines the nonlocal self-similarity partition and a proposed modified sparse decomposition.
no code implementations • 27 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.
no code implementations • 25 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.