Denoising predictive sparse decomposition

Abstract

Recent years have witnessed the great success of sparse coding in many areas, including data mining, machine learning, and computer vision. Sparse coding provides a class of unsupervised algorithms for learning a set of over-complete basis functions, allowing to reconstruct the original signal by linearly combining a small subset of the bases. A shortcoming… (More)
DOI: 10.1109/BIGCOMP.2014.6741440

Topics

7 Figures and Tables

Cite this paper

@article{Qian2014DenoisingPS, title={Denoising predictive sparse decomposition}, author={Long Qian and Xingjian Shi}, journal={2014 International Conference on Big Data and Smart Computing (BIGCOMP)}, year={2014}, pages={223-228} }