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Region-growing detection of moving objects in video sequences based on optical flow

Published: 01 March 2012 Publication History

Abstract

A region-growing algorithm for detecting moving objects in video sequences based on optical flow is suggested; it calculates the optical flow only for moving objects and does not consider stationary image regions. The algorithm has linear complexity depending on the value of the optical flow window, uses SSE2/SSE3 instructions for significant acceleration of the calculations, and can be used in the real-time mode in problems of detection and tracking of moving objects in video sequences with fragmentary filling of frames with moving objects.

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Information & Contributors

Information

Published In

cover image Pattern Recognition and Image Analysis
Pattern Recognition and Image Analysis  Volume 22, Issue 1
March 2012
255 pages

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 01 March 2012

Author Tags

  1. SIMD
  2. SSE2
  3. SSE3
  4. motion detection
  5. optical flow
  6. region growing
  7. video surveillance

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