Fuzzy Logic for Image Processing: A Gentle Introduction Using Java (SpringerBriefs in Electrical and Computer Engineering)
Laura Caponetti
- 出版商: Springer
- 出版日期: 2016-09-26
- 售價: $2,540
- 貴賓價: 9.5 折 $2,413
- 語言: 英文
- 頁數: 152
- 裝訂: Paperback
- ISBN: 3319441280
- ISBN-13: 9783319441283
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相關分類:
Java 程式語言
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相關翻譯:
圖像處理中的模糊邏輯:基於Java的導論 (簡中版)
相關主題
商品描述
This book provides an introduction to fuzzy logic approaches useful in image processing. The authors start by introducing image processing tasks of low and medium level such as thresholding, enhancement, edge detection, morphological filters, and segmentation and shows how fuzzy logic approaches apply. The book is divided into two parts. The first includes vagueness and ambiguity in digital images, fuzzy image processing, fuzzy rule based systems, and fuzzy clustering. The second part includes applications to image processing, image thresholding, color contrast enhancement, edge detection, morphological analysis, and image segmentation. Throughout, they describe image processing algorithms based on fuzzy logic under methodological aspects in addition to applicative aspects. Implementations in java are provided for the various applications.
商品描述(中文翻譯)
本書介紹了在影像處理中有用的模糊邏輯方法。作者首先介紹了低階和中階的影像處理任務,如閾值處理、增強、邊緣檢測、形態濾波器和分割,並展示了模糊邏輯方法的應用。本書分為兩個部分。第一部分包括數位影像中的模糊性和歧義、模糊影像處理、基於模糊規則的系統以及模糊聚類。第二部分則包括影像處理的應用、影像閾值處理、色彩對比增強、邊緣檢測、形態分析和影像分割。在整個過程中,他們描述了基於模糊邏輯的影像處理演算法,涵蓋了方法論和應用方面的內容。各種應用的實作以 Java 提供。