基于OpenCV的计算机视觉与图像处理技术探索

Ling Bai, Tong Zhao, X. Xiu
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引用次数: 1

摘要

人脸识别是计算机视觉的重要应用之一。随着计算机技术和电子信息技术的不断发展以及图像识别和模式识别的发展,随着人工智能研究的深入,人脸识别已成为热门的研究课题。对于基于OpenCV的计算机视觉和图像处理的研究,本文采用基于Haar-like feature的级联分类器进行人脸检测和眼睛检测。通过基于AdaBoost主成分分析(PCA)的人脸识别方案,生成特征脸和平均脸,并对人脸进行重构和识别。此外,还对人脸检测和人脸识别进行了相应的实验和分析,在光线充足的情况下实现了较高的检测率和识别率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploration of computer vision and image processing technology based on OpenCV
Face recognition is one of the important applications of computer vision. With the continuous development of computer technology and electronic information technology and the development of image recognition and pattern recognition, with the deepening of artificial intelligence research, face recognition has become a popular research topic. For the research of computer vision and image processing based on OpenCV, the essay uses a cascade classifier based on Haar-like feature for face detection and eye detection. Through the face recognition scheme based on principal component analysis (PCA) of AdaBoost, the eigenface and mean face are generated, and the face is reconstructed and recognized. In addition, the corresponding experiments and analysis of face detection and face recognition are also made, which achieves a high detection rate and recognition rate in the case of sufficient light.
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