publication . Preprint . 2016

Implementation of a FPGA-Based Feature Detection and Networking System for Real-time Traffic Monitoring

Chen, Jieshi; Schafer, Benjamin Carrion; Ho, Ivan Wang-Hei;
Open Access English
  • Published: 22 Mar 2016
Abstract
With the growing demand of real-time traffic monitoring nowadays, software-based image processing can hardly meet the real-time data processing requirement due to the serial data processing nature. In this paper, the implementation of a hardware-based feature detection and networking system prototype for real-time traffic monitoring as well as data transmission is presented. The hardware architecture of the proposed system is mainly composed of three parts: data collection, feature detection, and data transmission. Overall, the presented prototype can tolerate a high data rate of about 60 frames per second. By integrating the feature detection and data transmiss...
Subjects
free text keywords: Computer Science - Computer Vision and Pattern Recognition
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