JOURNAL ARTICLE

FPGA Based Human Detection Using Background Subtraction

S SharathH. G. Rangaraju

Year: 2018 Journal:   2018 International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques (ICEECCOT) Vol: 73 Pages: 1194-1197

Abstract

Detection of Human is a vital and difficult task in computer vision applications like police investigation, vehicle tracking and human following. Human detection in video stream is very important in public security management. In such security related cases detecting of object in video sequences is very important to understand the behavior of moving object normally background subtraction is used. In this paper we proposed a new hardware implementation of human detection based on background subtraction technique. The proposed architecture is coded using standard VHDL language and performance is checked in Spartan-6 FPGA board. The comparison result shows that the proposed architecture is better than existing in both hardware and image quality than existing techniques.

Keywords:
Computer science Background subtraction Field-programmable gate array Object detection VHDL Architecture Task (project management) Computer vision Artificial intelligence ModelSim Computer hardware Embedded system Pixel Pattern recognition (psychology) Engineering

Metrics

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Cited By
0.00
FWCI (Field Weighted Citation Impact)
18
Refs
0.30
Citation Normalized Percentile
Is in top 1%
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Topics

Video Surveillance and Tracking Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
IoT-based Smart Home Systems
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Human Pose and Action Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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