Pure FPGA Implementation of an HOG Based Real-Time Pedestrian Detection System

Pure FPGA Implementation of an HOG Based Real-Time Pedestrian Detection System

In this study, we propose a real-time pedestrian detection system using a FPGA with a digital image sensor. Comparing with some prior works, the proposed implementation realizes both the histogram of oriented gradients (HOG) and the trained support vector machine (SVM) classification on a FPGA. More...

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Bibliographic Details
Main Authors: Jian Hua Luo, Chang Hong Lin
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
HOG
SVM
FPGA
hardware acceleration
pedestrian detection
Online Access:http://www.mdpi.com/1424-8220/18/4/1174

Internet

http://www.mdpi.com/1424-8220/18/4/1174

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