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Integral Histogram with Random Projection for Pedestrian Detection

In this paper, we give a systematic study to report several deep insights into the HOG, one of the most widely used features in the modern computer vision and image processing applications. We first show that, its magnitudes of gradient can be randomly projected with random matrix. To handle over-fi...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Liu, Chang-Hua, Lin, Jian-Kun
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4646677/
https://ncbi.nlm.nih.gov/pubmed/26569486
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0142820
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