40 citations · 206 across the 27 of their papers we have counts for
5 papers · 1 filter
A Brief Summary of Dictionary Learning Based Approach for Classification (revised)
Shu Kong, Donghui Wang
This note presents some representative methods which are based on dictionary learning (DL) for classification. We do not review the sophisticated methods or frameworks that involve…
A Brief Summary of Dictionary Learning Based Approach for Classification
Kong Shu, Wang Donghui
This note presents some representative methods which are based on dictionary learning (DL) for classification. We do not review the sophisticated methods or frameworks that involve…
Online Discriminative Dictionary Learning for Image Classification Based on Block-Coordinate Descent Method
Shu Kong, Donghui Wang
Previous researches have demonstrated that the framework of dictionary learning with sparse coding, in which signals are decomposed as linear combinations of a few atoms of a learn…
A Report on Multilinear PCA Plus Multilinear LDA to Deal with Tensorial Data: Visual Classification as An Example
Shu Kong, Donghui Wang
In practical applications, we often have to deal with high order data, such as a grayscale image and a video sequence are intrinsically 2nd-order tensor and 3rd-order tensor, respe…
Multi-Level Feature Descriptor for Robust Texture Classification via Locality-Constrained Collaborative Strategy
Shu Kong, Donghui Wang
This paper introduces a simple but highly efficient ensemble for robust texture classification, which can effectively deal with translation, scale and changes of significant viewpo…