Hybrid algorithm based on PSO-TLBO and FCM for Image Color Quantization
Publish place: 1st National Conference on Soft Computing
Publish Year: 1394
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
CSCG01_194
تاریخ نمایه سازی: 29 مهر 1396
Abstract:
One of the most common approaches for color quantization is the use of clustering algorithms in pixel area. There are many algorithms for clustering, some of which were used for color quantization. The purposes of color quantization are displaying images on limited hardware, reduction use of storage media and accelerating image sending time. In this paper a hybrid algorithm of TLBO and PSO algorithms with FCM algorithm is proposed. The results demonstrate Superior performance of proposed algorithm incomparison with other color quantization algorithms.
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Authors
S. Milad Nayyersabeti
Department of Medical Physics and Biomedical engineering, Shahid Beheshti University of Medical Sciences, Tehran, Iran
A. Mostaar
Department of Medical Physics and Biomedical engineering, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
MR. Deevband
Department of Medical Physics and Biomedical engineering, Faculty of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran