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Author:

Lei, Fei (Lei, Fei.) | Huang, Wen-Lu (Huang, Wen-Lu.) | Zhang, Ze (Zhang, Ze.)

Indexed by:

EI Scopus

Abstract:

Underwater video intelligent monitoring system extracts moving objects in a complex and dynamic scene with the impact of wave, illumination changes and reflection, while needs real-time character. To solve these situations, underwater moving object detection algorithm based on codebook model was presented. The algorithm creates a background codebook for each pixel according to color distortion and brightness distortion, and then extracts the moving objects using the current pixel to match with code words in the codebook. To adapt the complex changes of scene, the algorithm updates adaptively the background codebook model using the sample value of pixel of current image. The experiments show that the algorithm can extract the complete moving objects by overcoming the impact of underwater environment and inhibiting noise. And the algorithm has perfect real-time character. © 2013 IEEE.

Keyword:

Luminance Object detection Object recognition Pixels

Author Community:

  • [ 1 ] [Lei, Fei]Electronic Information and Control Engineering College, Beijing University of Technology, China
  • [ 2 ] [Huang, Wen-Lu]Electronic Information and Control Engineering College, Beijing University of Technology, China
  • [ 3 ] [Zhang, Ze]Electronic Information and Control Engineering College, Beijing University of Technology, China

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Source :

Year: 2013

Page: 1319-1322

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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