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Information Technology Journal
  Year: 2013 | Volume: 12 | Issue: 3 | Page No.: 526-529
DOI: 10.3923/itj.2013.526.529
 
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Research and Design of MW-SVM Image Enhancement Algorithm in Embedded Network Video Monitor System

Chen Qisong, Gong Wei and Chen Xiaowei

Abstract:
With the demand of image quality, a novel algorithm named MW-SVM is proposed for the enhancement of digital images based on mathematical morphology, watershed algorithm and SVM to remove noises and increase articulation. The MW-SVM algorithm is adopted in embedded network video monitor system to improve video image quality. Firstly, the principle of MW-SVM algorithm and the structure of network video system are introduced briefly. Then, the system hardware structure, software structure and working principle are analyzed. Finally, the typical test parameters, including PSNR, MSE and ISNR, show that this system is reliable, stable and extensible. It will have meaningful practical value in embedded system development.
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How to cite this article:

Chen Qisong, Gong Wei and Chen Xiaowei, 2013. Research and Design of MW-SVM Image Enhancement Algorithm in Embedded Network Video Monitor System. Information Technology Journal, 12: 526-529.

DOI: 10.3923/itj.2013.526.529

URL: https://scialert.net/abstract/?doi=itj.2013.526.529

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