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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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| Pubblicato in: | PLoS One |
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| Autori principali: | , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Public Library of Science
2015
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| Soggetti: | |
| Accesso online: | 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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