FPGA based system prototype for face location and recording of people getting on a public transport bus

Jorge Martínez-Carballido, Carlos García-Lucero, J. Ramírez-Cortés, R. Enríquez-Caldera
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引用次数: 1

Abstract

Assault and robbery on the public transport is a social problem. Almost every day, people lose possessions and, in some cases, thieves or citizens get hurt or even die, in the process. In Mexico, attempts to reduce or prevent crime include vigilance by armed agents [1] and video cameras on public transport [2]. This work contributes to crime reduction and/or prevention on public transport by taking photographic records of people as they get on the bus, using an FPGA based system with camera and Secure Digital (SD) storage. An FPGA is used as the processing device which contains all the necessary logic to obtain the images from the camera, process them to locate the face, extract face region and store them into a SD media using an uncompressed BMP file. For face area location single channel image was used to extract regional attributes and their interregional relationship, resulting in a face detection algorithm with tolerance to skin tones and light conditions.
基于FPGA的公交人脸定位与记录系统原型
在公共交通工具上袭击和抢劫是一个社会问题。几乎每天都有人丢失财物,在某些情况下,小偷或市民在此过程中受伤甚至死亡。在墨西哥,减少或预防犯罪的措施包括让武装人员保持警惕,并在公共交通工具上安装摄像机。这项工作有助于减少和/或预防公共交通上的犯罪,通过使用基于FPGA的带有摄像头和安全数字(SD)存储的系统,在人们上车时拍摄照片记录。FPGA作为处理器件,包含所有必要的逻辑,从相机中获取图像,对其进行处理以定位人脸,提取人脸区域并使用未压缩的BMP文件将其存储到SD介质中。对于人脸区域定位,采用单通道图像提取区域属性及其区域间关系,得到一种对肤色和光照条件耐受的人脸检测算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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