Advances in Soft Computing and Machine Learning in Image Processing (Studies in Computational Intelligence)
暫譯: 影像處理中的軟體計算與機器學習進展(計算智慧研究)
- 出版商: Springer
- 出版日期: 2017-10-25
- 售價: $9,680
- 貴賓價: 9.5 折 $9,196
- 語言: 英文
- 頁數: 718
- 裝訂: Hardcover
- ISBN: 3319637533
- ISBN-13: 9783319637532
-
相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing.
The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.
商品描述(中文翻譯)
本書是最新的軟計算(soft computing)和機器學習(machine learning)在影像處理(image processing)中應用方法的彙編。它探討了從影像分割(image segmentation)到物體識別(object recognition)的不同領域,使用複雜的方法,並包括所使用方法論的理論,以提供這些工具在影像處理中應用的概述。
這些材料是從科學的角度編纂而成,本書主要針對本科生和研究生的科學、工程及計算數學學生。它也可以用於人工智慧(artificial intelligence)、進階影像處理(advanced image processing)和計算智能(computational intelligence)等課程,並且是進化計算(evolutionary computation)、人工智慧和影像處理社群研究人員的寶貴資源。