کتاب حاضر یکی از بهترین و جدیدترین کتابها در زمینه کاربردهای محاسبات تکاملی در پردازش تصویر و تشخیص الگو، چاپ 2016 است که مقدمه آن در اینجا آورده شده است. در صورت تمایل میتوانید از لینک زیر دانلود نمایید. (تعداد صفحات: 284)
Applications of Evolutionary Computation in Image Processing and Pattern Recognition
by Erik Cuevas and Daniel Zaldívar and Marco Perez-Cisneros
Combinations among evolutionary computation, image processing, and pattern recognition have made significant advances recently and have become trendy disciplines with increasing research projects in both academia and industry. Likewise, the demand for robust image processing and pattern recognition applications is growing at a remarkable rate despite an evident shortfall in appropriate approaches to meet such fast-growing demand and an increase on its associated challenges.
This book is a significant addition to this field and an excellent effort to address some key challenges and current trends. Erik Cuevas, Daniel Zaldivar, and Marco Perez have all investigated three recent related areas that have attracted a remarkable attention from the scientific community, such as image processing, pattern recognition, and evolutionary computation. The motivation in compiling this book has strengthened from the fact that such paradigms have demonstrated an efficient management of image uncertainties that are typically difficult to eliminate. Such uncertainties include various types of information that are incomplete, noisy, imprecise, fragmentary, not fully reliable, vague, contradictory, or deficient. Commonly, such issues yield from the lack of the full and precise knowledge of the system, including the selection of evaluation criteria, alternatives, weights, assignment scores, and the final integrated decision result. The authors employ an interesting approach that capitalizes on an application-oriented method in order to find answers for such difficult issues. They have chosen an application-oriented scheme to explain the basic concepts and characteristics of the different evolutionary computation methods.
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