期刊文献+

车牌与人脸识别系统的设计与实现

Design and Implementation of Vehicle License Plate and Human Face Recognition System
下载PDF
导出
摘要 在智能交通等领域,各种车辆牌照识别系统已逐步得到应用。但对单个对象(车牌)的识别还存在一些不足,其主要原因是不符合人类认知的规律。文章认为多个对象的结合识别是将来模式识别发展的一个方向,文章对车牌和人脸的识别进行了一些探索。 In the domains of intelligence traffic, various vehicle number plate systems have been used step by step. But the recognition of the single object is stiLL far from perfect. The main reason is that it does not accord with the people's apperception rule. This paper holds the opinion that the recognition of the combination of the multl-objects is the right way to the pattern recognition in the future. The paper makes some researches on the recognition of the vehicle license plates and human faces.
机构地区 华南理工大学
出处 《交通与计算机》 2005年第4期21-24,共4页 Computer and Communications
基金 广东省自然科学基金项目资助(批准号:36552)
关键词 车牌识别 人脸识别 BP网络 隐马尔科夫模型 vehicle number plate recognition human face recognition back propagation neural network Hidden Markov Model
  • 相关文献

参考文献8

二级参考文献57

  • 1上少杰.货运列车车型车号自动分割和识别算法[J].模式识别与人工智能,2000,(4):25-29.
  • 2戚飞虎,软件学报,1997年,增刊,424页
  • 3叶芗芸,博士学位论文,1997年
  • 4黄德双,神经网络模式识别系统理论,1996年,46页
  • 5Ming-Hsuan Yang,David J Kriegman.Detecting Faces in Images: A Survey[J].IEEE Trans.Pattern Analysis and Machine Intelligence,2002,24(1):34-58.
  • 6T S Huang,G Z Yang.Human Face Detection in a Complex Background[J].Pattern Recognition,1994,27(1):53-63.
  • 7C Kotropoulos,I Pitas.Rule-based Face Detection in Frontal Views Proc[C].Int'l Conf.Acoustics,Speech and Signal Processing,1997.2537-2540.
  • 8S A Sirohey.Human Face Segmentation and Identification Technical Report CS-TR-3176[R].Univ.of Maryland,1993.
  • 9H P Graf,et al.Locating Faces and Facial Parts[C]. Proc.1st Int'l Workshop Automatic Face and Gesture Recognition,1995.41-46.
  • 10T K Leung,M C Burl,P Perona.Finding Faces in Cluttered Scenes Using Random Labeled Graph Matching[C].Proc.5th IEEE Int'l Conf.Computer Vision,1995.637-644.

共引文献225

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部