基于DSP的直连摄像头人脸检测

P. Delong, B. Polikarpov, M. Krumnikl
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引用次数: 3

摘要

这项工作涉及人脸检测,使用直接连接的相机信号处理器Blackfin(由Analog Devices生产)。本文介绍了单色相机KAC-9618与DSP处理器Blackfin BF-537之间的互连。给出了人脸检测算法和相机与DSP的通信算法。首先是基于反向传播神经网络的应用。摄像机通过I2C串行总线设置其寄存器的值来控制。此外,还对常用的神经网络进行了概述。
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Face Detection by DSP Using Directly Connected Camera
This work deals with face detection with using of directly connected camera to signal processor Blackfin (produced by Analog Devices). This work consists of description of interconnection between monochromatic camera KAC-9618 and DSP processor Blackfin BF-537. An algorithm of face detection and algorithm for communication between camera and DSP are also included. First of them is based on using of backpropagation neural network. Camera is controlled by setting values of its registers via I2C serial bus. In addition, there is an overview of used neural network.
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