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ISSN 1004-9037
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Edited by: Editorial Board of Journal of Data Acquisition and Processing
P.O. Box 2704, Beijing 100190, P.R. China
Sponsored by: Institute of Computing Technology, CAS & China Computer Federation
Undertaken by: Institute of Computing Technology, CAS
Published by: SCIENCE PRESS, BEIJING, CHINA
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      07 April 2023, Volume 38 Issue 2   
    Article

    AN OVERVIEW ON THE IMAGE SEGMENTATION UTILIZING USING SOFT COMPUTING TECHNIQUES
    Prof Dr. M Sreedhar, Cherukumalli Gayathri, Mamidanna Varun Sivadhar, Mamidanna Manasa Chitrasena, David Victor
    Journal of Data Acquisition and Processing, 2023, 38 (2): 3681-3692 . 

    Abstract

    The fields of computer vision and image processing are just a few of the many areas where soft computing techniques have found use. A land survey concerning more than a few gentle computing techniques, which includes vague logic, neural networks, neuro-fuzzy systems, genetic algorithms, evolutionary computing, assist vector machines, and others, is into that paper. services between numerous areas about photograph processing. This bill focuses on the relevance and viability of gentle computing equipment of the discipline about photograph processing, analysis, yet recognition. There are numerous features concerning SC, together with agriculture, industrial automation, medical imaging, and aerospace engineering. Improvement of pictorial information for human interpretation and processing of scene data for automatic machine perception are the two primary uses of image processing techniques. Enhancement, filtering, noise reduction, segmentation, contour extraction, and skeleton extraction are among the process's various tasks. Their ultimate objective is to enable image pattern understanding, recognition, and interpretation from processed information. For various image processing applications, even are numerous hybridized strategies as neuro-fuzzy provision (NFS), fuzzy-neural community (FNN), genetic-fuzzy systems, neuro-genetic systems, yet neuro-fuzzy-genetic system. Genetic algorithms (GAs), artificial temper (SA), tabu search (TS), or other equipment are examples. have been included of tender computing equipment for optimization-related purposes.

    Keyword

    Soft Computing, Image Processing, Fuzzy Logic, Neural Networks, Medical Images


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