L-norm sparse representation based on modified genetic algorithm for face recognition

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Zizhu Fan, Ming Ni, Qi Zhu, Chengli Sun, Lipan Kang

Published: 2015, Last Modified: 08 Apr 2025J. Vis. Commun. Image Represent. 2015EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•GASRC exploits the L0-norm optimization to implement a new SRC based method.•GASRC is suitable for dealing with high-dimensional and small-scale training set.•GASRC uses a modified GA to determine the representation set for a test sample.•GASRC achieves better recognition result than many state-of-the-art methods.