Smart Cane: Face Recognition System for Blind

Yongsik Jin, Jonghong Kim, Bumhwi Kim, R. Mallipeddi, Minho Lee
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引用次数: 27

Abstract

We propose a smart cane with a face recognition system to help the blind in recognizing human faces. This system detects and recognizes faces around them. The result of the detection is informed to the blind person through a vibration pattern. The proposed system was designed to be used in real-time and is equipped with a camera mounted on the glasses, a vibration motor attached to the cane and a mobile computer. The camera attached to the glasses sends image to mobile computer. The mobile computer extracts features from the image and then detects the face using Adaboost. We use the modified census transform (MCT) descriptor for feature extraction. After face detection, the information regarding the detected face image is gathered. We used compressed sensing with L2-norm as a classifier. Cane is equipped with a Bluetooth module and receives a person's information from the mobile computer. The cane generates vibration patterns unique to each person as to inform a blind person about the identity of the detected person using the camera. Hence, the blind people can know the person standing in front of them.
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智能手杖:盲人面部识别系统
我们提出了一种带有人脸识别系统的智能手杖,以帮助盲人识别人脸。这个系统检测并识别他们周围的面孔。检测结果通过振动模式传递给盲人。该系统被设计为实时使用,并配备了安装在眼镜上的摄像头、连接在手杖上的振动电机和移动计算机。眼镜上的摄像头将图像发送到移动电脑。移动计算机从图像中提取特征,然后使用Adaboost检测人脸。我们使用改进的普查变换(MCT)描述符进行特征提取。人脸检测完成后,收集被检测到的人脸图像信息。我们使用l2 -范数压缩感知作为分类器。Cane配备了蓝牙模块,可以从移动电脑接收人的信息。手杖会对每个人产生独特的振动模式,以告知盲人使用摄像头检测到的人的身份。因此,盲人可以认识站在他们面前的人。
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