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Jun, 2019
基于图形筛选的稀疏表示分类
Sparse Representation Classification via Screening for Graphs
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Cencheng Shen, Li Chen, Yuexiao Dong, Carey Priebe
TL;DR
本论文介绍了一种基于稀疏表示分类器的图像识别算法，该算法基于子空间假设，并通过筛选实现，与原始算法等价且在满足正则性条件时具有分类一致性，经过模拟和实验验证，该算法具有可比较的数值性能，但速度更快。
Abstract
The
sparse representation classifier
(SRC) is shown to work well for
image recognition
problems that satisfy a
subspace assumption
. In thi
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