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

机译:基于FPGA的系统原型,用于人脸定位和公共交通工具上的人员记录

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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.
机译:在公共交通工具上的袭击和抢劫是一个社会问题。几乎每天,人们都会失去财产,在某些情况下,在此过程中,小偷或公民会受到伤害甚至死亡。在墨西哥,减少或预防犯罪的尝试包括武装人员的警惕[1]和公共交通工具上的摄像机[2]。这项工作通过使用带有摄像头和安全数字(SD)存储的基于FPGA的系统拍摄人们上车时的照片记录,从而有助于减少和/或预防公共交通犯罪。 FPGA被用作处理设备,其中包含所有必要的逻辑以从摄像机获取图像,对其进行处理以定位面部,提取面部区域并使用未压缩的BMP文件将其存储到SD媒体中。对于面部区域定位,使用单通道图像提取区域属性及其区域间关系,从而生成对肤色和光照条件具有容忍性的面部检测算法。

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