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Hardware System Implementation for Human Detection using HOG and SVM Algorithm. (arXiv:2205.02689v1 [cs.AR])
May 6, 2022, 1:10 a.m. | Van-Cam Nguyen, Hong-Tuan-Dinh Le, Huu-Thuan Huynh
cs.CV updates on arXiv.org arxiv.org
Human detection is a popular issue and has been widely used in many
applications. However, including complexities in computation, leading to the
human detection system implemented hardly in real-time applications. This paper
presents the architecture of hardware, a human detection system that was
simulated in the ModelSim tool. As a co-processor, this system was built to
off-load to Central Processor Unit (CPU) and speed up the computation timing.
The 130x66 RGB pixels of static input image attracted features and classify …
algorithm ar arxiv detection hardware human implementation svm
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