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人脸识别的资料推荐吗 #281

Closed haoawesome closed 9 years ago

haoawesome commented 9 years ago

私信 1826623915

你好，请问有什么人脸识别的资料推荐吗？ 针对的问题是，给一个人脸，从一个场景中识别出来有或者没有这个人，场景会包含多个人，比如一群人在拍照或者一群人在走路。 多谢

haoawesome commented 9 years ago

概念

http://en.wikipedia.org/wiki/Facial_recognition_system A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source.

http://en.wikipedia.org/wiki/Face_detection Face detection is a computer technology that determines the locations and sizes of human faces in digital images. It detects face and ignores anything else, such as buildings, trees and bodies. Face detection can be regarded as a more general case of face localization. In face localization, the task is to find the locations and sizes of a known number of faces (usually one). In face detection, face is processed and matched bitwise with the underlying face image in the database. Any slight change in facial expression, e.g. smile, lip movement, will not match the face.

综述

http://nichol.as/papers/ZHAO/Face%20Recognition:%20A%20Literature%20Survey.pdf
W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld. 2003. Face recognition: A literature survey. ACM Comput. Surv. 35, 4 (December 2003), 399-458. DOI=10.1145/954339.954342 http://doi.acm.org/10.1145/954339.954342

haoawesome commented 9 years ago

http://blog.mashape.com/list-of-50-face-detection-recognition-apis/ List of 50+ Face Detection / Recognition APIs, libraries, and software

haoawesome commented 9 years ago

count people

http://www.cse.msu.edu/~liuxm/publication/Liu_Tu_Rittscher_Perera_Krahnstoever_AVSS05.pdf Detecting and Counting People in Surveillance Applications X. Liu P. H. Tu J. Rittscher A. G. A. Perera N. Krahnstoever

http://mplab.ucsd.edu/wp-content/uploads/CVPR2008/Conference/data/papers/229.pdf Privacy Preserving Crowd Monitoring: Counting People without People Models or Tracking

http://svcl.ucsd.edu/publications/journal/2011/peoplecount/tip_achan.pdf Counting People with Low-Level Features and Bayesian Regression

haoawesome commented 9 years ago

face matching

http://arxiv.org/abs/1302.0446 Sparse Camera Network for Visual Surveillance--A Comprehensive Survey 2013

http://dl.acm.org/citation.cfm?id=2543596 People reidentification in surveillance and forensics: A survey 2013