BriefGPT.xyz
Oct, 2016
快速的共享低秩字典学习用于图像分类
Fast Low-rank Shared Dictionary Learning for Image Classification
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Tiep Vu, Vishal Monga
TL;DR
本文提出了一种新的字典学习方法,依据共性和特异性的原理同时学习共性和分类特定的特征以实现更准确的分类,并通过实验验证了该方法的效率和实际应用的优越性。
Abstract
Despite the fact that different objects possess distinct
class-specific features
, they also usually share
common patterns
. This observation has been exploited partially in a recently proposed
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