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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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Dades bibliogràfiques
Publicat a:PLoS One
Autors principals: Liu, Chang-Hua, Lin, Jian-Kun
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2015
Matèries:
Accés en línia: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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