计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (7): 8-12.

• 博士论坛 • 上一篇    下一篇

通用对象识别技术

聂 青1,战守义2   

  1. 1.北京理工大学 信息科学技术学院,北京 100081
    2.北京理工大学 计算机学院,北京 100081
  • 收稿日期:2007-10-16 修回日期:2007-12-20 出版日期:2008-03-01 发布日期:2008-03-01
  • 通讯作者: 聂 青

Generic object recognition

NIE Qing1,ZHAN Shou-yi2   

  1. 1.School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China
    2.School of Computer Science,Beijing Institute of Technology,Beijing 100081,China
  • Received:2007-10-16 Revised:2007-12-20 Online:2008-03-01 Published:2008-03-01
  • Contact: NIE Qing

摘要: 遵循通用对象识别系统的一般框架,重点讨论了各种特征区域选取、特征区域描述技术,比较了几种主流的识别模型和模型的训练方法,并介绍了对象识别系统的性能评估方法及其常用数据集,最后分析了未来可能的研究发展方向。

Abstract: Following the framework of generic object recognition system,many different interest operators and feature descriptors are discussed.Some popular recognition models and learning methods are compared.The evaluation criteria and the available datasets also introduced.Perspectives for future research work are presented in the end.