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作者:

Li, Xiuzhi (Li, Xiuzhi.) | Jia, Songmin (Jia, Songmin.) (学者:贾松敏) | Tan, Jun (Tan, Jun.) | Yin, Xiaolin (Yin, Xiaolin.)

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摘要:

Estimation efficiency is one of key topics in computationally intense optical flow algorithm. Traditional numerical iterative methods are effective at eliminating the high frequency components of the estimation error, while keeping most of low frequency components unchanged. In this paper, we consider the multi-grid based real-time implementation of dense optical flow computation by classical Horn-Schunck model. For this purpose, establishing of the linear set of equation, which is required in linear multi-grid model, is carefully studied, and the overall multi-grid framework is presented. Efficiency and effectiveness of the proposed algorithm is validated by experimental results.

关键词:

Iteration Multi-grid Optical flow Real-time processing

作者机构:

  • [ 1 ] [Li, Xiuzhi]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
  • [ 2 ] [Jia, Songmin]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
  • [ 3 ] [Tan, Jun]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
  • [ 4 ] [Yin, Xiaolin]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China

通讯作者信息:

  • [Li, Xiuzhi]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China

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来源 :

SIXTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2013)

ISSN: 0277-786X

年份: 2013

卷: 9067

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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