عنوان

Soft computing for image and multimedia data processing /

شابک

3642402550 (electronic bk.)

شابک

9783642402555 (electronic bk.)

شابک اشتباه

9783642402548

شماره

b435115

عنوان اصلي

Soft computing for image and multimedia data processing /

نام عام مواد

[Book]

نام نخستين پديدآور

Siddhartha Bhattacharyya, Ujjwal Maulik

نام خاص و کميت اثر

1 online resource (xv, 267 pages) :

ساير جزييات

illustrations (some color)

متن يادداشت

Includes bibliographical references and index

متن يادداشت

Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book is dedicated to object extraction, image segmentation, and edge detection using soft computing techniques with extensive real-life application to image and multimedia data. The authors start with a comprehensive tutorial on the basics of brain structure and learning, and then the key soft computing techniques, including evolutionary computation, neural networks, fuzzy sets and fuzzy logic, and rough sets. They then present seven chapters that detail the application of representative techniques to complex image processing tasks such as image recognition, lighting control, target tracking, object extraction, and edge detection. These chapters follow a structured approach with detailed explanations of the problems, solutions, results, and conclusions. This is both a standalone textbook for graduates in computer science, electrical engineering, system science, and information technology, and a reference for researchers and engineers engaged with pattern recognition, image processing, and soft computing

عنوان

OhioLINK electronic book center (Online)

عنوان

SpringerLink

موضوع مستند نشده

Image analysis

موضوع مستند نشده

Image processing-- Digital techniques

موضوع مستند نشده

Multimedia systems

موضوع مستند نشده

Soft computing

موضوع مستند نشده

COM004000

موضوع مستند نشده

TJFM1

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

شماره رده

مستند نام اشخاص تاييد نشده

Bhattacharyya, Siddhartha,1975-

مستند نام اشخاص تاييد نشده

Maulik, Ujjwal

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network

تاريخ عمليات

20140103091107.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y