Intelligent Computing and Analytics in Image Processing
暫譯: 影像處理中的智能計算與分析
Borah, Samarjeet, Kumar, Jambi Ratna Raja, Bewoor, Laxmi
- 出版商: Apple Academic Press
- 出版日期: 2026-08-04
- 售價: $6,290
- 貴賓價: 9.5 折 $5,975
- 語言: 英文
- 頁數: 284
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1779640765
- ISBN-13: 9781779640765
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相關分類:
影像辨識 Image-recognition
尚未上市，無法訂購
商品描述
This volume explores a wide range of advanced applications of intelligent technologies in image processing across diverse domains. It examines biological and biomedical imaging, highlighting the use of machine learning and deep learning techniques for the diagnosis and detection of conditions such as brain tumors, diabetes, pneumonia, and heart disease. Beyond healthcare, the book presents applications of intelligent computing in areas including plant identification and leaf disease detection, fruit classification and counting, forensic analysis, facial detection and emotion recognition, and sketch-tophoto synthesis. It also provides insights into key deep learning approaches, such as convolutional neural networks (CNNs) and the Inception V3 architecture, along with image enhancement techniques like contrast limited adaptive histogram equalization (CLAHE).
商品描述(中文翻譯)
本卷探討了智能技術在影像處理中廣泛的先進應用，涵蓋多個領域。它檢視了生物和生醫影像，強調機器學習和深度學習技術在診斷和檢測腦腫瘤、糖尿病、肺炎和心臟病等疾病中的應用。除了醫療保健之外，本書還介紹了智能計算在植物識別和葉片疾病檢測、水果分類和計數、法醫分析、臉部檢測和情感識別，以及素描轉照片合成等領域的應用。它還提供了關鍵深度學習方法的見解，例如卷積神經網絡（CNNs）和 Inception V3 架構，以及影像增強技術，如對比度限制自適應直方圖均衡（CLAHE）。
作者簡介
Samarjeet Borah, PhD, is Professor and Head of the Department of Computer Applications at SMIT, Sikkim Manipal University, India. He has led funded research projects, published research papers in peer reviewed journals and conference proceedings, and organized numerous national and international workshops and conferences. He has contributed to several book volumes and journals published by leading publishers and serves as Editor-in-Chief of the book series Research Notes on Computing and Communication Sciences.
Jambi Ratna Raja Kumar, PhD, is the Principal of Genba Sopanrao Moze College of Engineering, Pune, Maharashtra, India. With over 17 years of teaching and research experience, he has published research papers and has seven patents on artificial intelligence and machine learning. He has guided many undergraduate, postgraduate, and PhD students and has received several awards, including being named Distinguished Principal at the Dr. APJ Abdul Kalam Puraskar 2022 and Best Innovative Leader of the Year (Maharashtra) at the Asia Education Summit and Awards 2019.
Laxmi Bewoor, PhD, is an Associate Professor of Computer Engineering at the Vishwakarma Institute of Information Technology, India. She holds six international patents, has published articles in journals and conferences, and is a reviewer for leading journals. Dr. Bewoor is also a resource person for several academic institutes. She has chaired sessions at international conferences and collaborated with many industries and research organizations.
Rahul Raghvendra Joshi, PhD, is an Associate Professor at the Symbiosis Institute of Technology, Pune, India. He has more than 17 years of experience and over 100 publications to his name. He is a reviewer for reputed Scopus-indexed journals. His research areas include computational intelligence, multicriteria decision-making, blockchain, and cloud computing.
Mahendra Prabhakar Deore, PhD, is an Assistant Professor of Computer Engineering at MKSSS's Cummins College of Engineering for Women, Pune, India. With over 16 years of dedicated teaching experience at the undergraduate level, he possesses deep knowledge and expertise in this domain. Throughout his academic journey, Dr. Deore has authored and published more than 20 SCI- and Scopusindexed research papers.
作者簡介(中文翻譯)
Samarjeet Borah, PhD, 是印度西基姆曼尼帕爾大學（Sikkim Manipal University）計算機應用系的教授及系主任。他曾主導多個資助研究項目，並在同行評審的期刊和會議論文集中發表研究論文，還組織了多場國內外的研討會和會議。他為多本由知名出版社出版的書籍和期刊做出了貢獻，並擔任計算與通信科學研究筆記（Research Notes on Computing and Communication Sciences）系列書籍的主編。
Jambi Ratna Raja Kumar, PhD, 是印度馬哈拉施特拉邦浦那的Genba Sopanrao Moze工程學院的院長。他擁有超過17年的教學和研究經驗，發表了多篇研究論文，並擁有七項有關人工智慧和機器學習的專利。他指導了許多本科生、研究生和博士生，並獲得了多項獎項，包括在2022年獲得Dr. APJ Abdul Kalam Puraskar的傑出院長稱號，以及在2019年亞洲教育峰會和獎項中獲得最佳創新領導者（馬哈拉施特拉邦）獎。
Laxmi Bewoor, PhD, 是印度Vishwakarma資訊技術學院的計算機工程副教授。她擁有六項國際專利，並在期刊和會議上發表過多篇文章，還是多本知名期刊的審稿人。Bewoor博士也是多個學術機構的資源人員。她曾在國際會議上主持會議，並與多個行業和研究機構合作。
Rahul Raghvendra Joshi, PhD, 是印度浦那的Symbiosis技術學院的副教授。他擁有超過17年的經驗，並發表了超過100篇論文。他是多本知名的Scopus索引期刊的審稿人。他的研究領域包括計算智能、多準則決策、區塊鏈和雲計算。
Mahendra Prabhakar Deore, PhD, 是印度MKSSS的Cummins女子工程學院的計算機工程助理教授。他在本科教學方面擁有超過16年的專注教學經驗，對該領域擁有深厚的知識和專業技能。在他的學術生涯中，Deore博士已經撰寫並發表了超過20篇SCI和Scopus索引的研究論文。
