دانلود کتاب Hybrid Soft Computing for Image Segmentation

Name: Hybrid Soft Computing for Image Segmentation
Availability: InStock
Author: Siddhartha Bhattacharyya
ISBN: 3319472224,9783319472225,9783319472232

by Siddhartha Bhattacharyya, Paramartha Dutta, Sourav De, Goran Klepac (eds.)

عنوان فارسی: نرم افزار محاسباتی ترکیبی برای تقسیم بندی تصویر
ناشر: Springer
سال: 2016
ویرایش: 1st ed.
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 321-327
شابک: 3319472224,9783319472225,9783319472232
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 11.31 مگابایت

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جزییات کتاب

This book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization. The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.