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Benchmark Revision for HOG-SVM Pedestrian Detector Through Reinvigorated Training and Evaluation Methodologies

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0 Published in 2020 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2019.2906132

Abstract: Histogram of oriented gradient (HOG) features in combination with support vector machine (SVM) classification are still widely reported as a de facto standard benchmark to evaluate contemporary pedestrian detectors employing a vast spectrum of sophisticated… read more here.

Keywords: svm; evaluation; kernel svm; hog ... See more keywords