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Color Image Segmentation Using a Fuzzy Inference System
, Article 7th International Conference on Digital Information Processing and Communications, ICDIPC 2019, 2 May 2019 through 4 May 2019 ; 2019 , Pages 78-83 ; 9781728132969 (ISBN) ; Macktoobian, M ; Kasaei, S ; Sharif University of Technology
Institute of Electrical and Electronics Engineers Inc
2019
Abstract
A novel method is proposed in the scope of image segmentation that solves this problem by breaking it into two main blocks. The first block's functionality is a method to anticipate the color basis of each segment in segmented images. One of the challenges of image segmentation is the inappropriate distribution of colors in the RGB color space. To determine the color of each segment, after mapping the input image onto the HSI color space, the image colors are classified into some clusters by exploiting the K-Means. Then, the list of cluster centers is winnowed down to a short list of colors based on a set of criteria. The second block of the proposed method defines how each pixel of the...