نتایج جستجو برای: image clustering

تعداد نتایج: 471490  

Journal: :Journal of Multimedia 2008
Yuchou Chang Dah-Jye Lee Yi Hong James K. Archibald Dong Liang

This paper presents a novel color image quantization algorithm. This algorithm improves color image quantization stability and accuracy using clustering ensemble. In our approach, we firstly adopt manifold single k-means clusterings for the color image to form a preliminary ensemble committee. Then, in order to avoid inexplicit correspondence among clustering groups, we use the original color v...

Journal: :International Journal of Computer Applications 2014

Journal: :Journal of the American Society for Information Science and Technology 2006

Journal: :International Journal of Biomedical Imaging 2007

Journal: :Mathematical Problems in Engineering 2020

Journal: :Academic journal of science and technology 2022

The research of image segmentation mainly includes: how to select the appropriate color space, reduce complexity algorithm, improve noise resistance and universality etc. Fuzzy clustering is an unsupervised classification method, which can classify samples with similar properties without prior knowledge. This paper briefly describes working principle performance comparison these algorithms.

Journal: :The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2018

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