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作者:

Liu, Pengyu (Liu, Pengyu.) | Jia, Kebin (Jia, Kebin.) (学者:贾克斌)

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摘要:

A low-complexity saliency detection algorithm for perceptual video coding is proposed; low-level encoding information is adopted as the characteristics of visual perception analysis. Firstly, this algorithm employs motion vector (MV) to extract temporal saliency region through fast MV noise filtering and translational MV checking procedure. Secondly, spatial saliency region is detected based on optimal prediction mode distributions in I-frame and P-frame. Then, it combines the spatiotemporal saliency detection results to define the video region of interest (VROI). The simulation results validate that the proposed algorithm can avoid a large amount of computation work in the visual perception characteristics analysis processing compared with other existing algorithms; it also has better performance in saliency detection for videos and can realize fast saliency detection. It can be used as a part of the video standard codec at medium-to-low bit-rates or combined with other algorithms in fast video coding.

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作者机构:

  • [ 1 ] [Liu, Pengyu]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Jia, Kebin]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China

通讯作者信息:

  • [Liu, Pengyu]Beijing Univ Technol, Sch Elect Informat & Control Engn, Beijing 100124, Peoples R China

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来源 :

SCIENTIFIC WORLD JOURNAL

ISSN: 1537-744X

年份: 2013

JCR分区:2

中科院分区:3

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SCOPUS被引频次: 3

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