A sparsity augmented probabilistic collaborative representation based classification method

In order to enhance the performance of image recognition, a sparsity augmented probabilistic collaborative representation based classification (SA-ProCRC) method is presented. The proposed method obtains the dense coefficient through ProCRC, then augments the dense coefficient with a sparse one, and...

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Bibliographic Details
Main Authors: Xiao-Yun Cai, He-Feng Yin
Format: Article
Language:English
Published: SAGE Publishing 2020-07-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748302620931042