A Beginner's Guide to Image Shape Feature Extraction Techniques
暫譯: 初學者的影像形狀特徵提取技術指南
Chaki, Jyotismita, Dey, Nilanjan
- 出版商: CRC
- 出版日期: 2019-08-12
- 售價: $4,270
- 貴賓價: 9.5 折 $4,057
- 語言: 英文
- 頁數: 152
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367254395
- ISBN-13: 9780367254391
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相關主題
商品描述
This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval. Showcasing useful applications and illustrating examples in many interdisciplinary fields, the present book is aimed at researchers and graduate students in electrical engineering, data science, computer science, medicine, and machine learning including medical physics and information technology.
商品描述(中文翻譯)
本書強調各種圖像形狀特徵提取方法,這些方法對於圖像形狀識別和分類是必要的。專注於用於基於內容的圖像檢索(CBIR)的形狀特徵提取技術,解釋了圖像形狀特徵在基於內容的圖像檢索領域中的不同應用。展示了許多跨學科領域中的有用應用和示例,本書旨在針對電機工程、數據科學、計算機科學、醫學以及機器學習(包括醫學物理和資訊技術)的研究人員和研究生。
作者簡介
Dr. Jyotismita Chaki is an Asst. Professor in the Department of Information Technology ang Engineering in Vellore Institute of Technology, Vellore, India. She has done her PhD (Engg) in digital image processing from Jadavpur University, Kolkata, India. Her research interests include: Computer Vision and Image Processing, Pattern Recognition, Medical Imaging, Soft computing, Data mining, Machine learning. She has published one book and 22 international conferences and journal papers. She has also served as a Program Committee member of 2nd International Conference on Advanced Computing and Intelligent Engineering 2017 (ICACIE-2017), 4TH International Conference on Image Information Processing (ICIIP-2017).
Dr. Nilanjan Day was born in Kolkata, India, in 1984. He received his B.Tech. degree in Information Technology from West Bengal University of Technology in 2005, M.Tech. in InformationTechnology in 2011 fromthe same University and Ph.D. in digital image processing in 2015 from Jadavpur University, India. In 2011, he was appointed as an Asst. Professor in the Department of Information Technology at JIS College of Engineering, Kalyani, India followed by Bengal College of Engineering College, Durgapur, India in 2014. He is now employed as an Asst. Professor in Department of Information Technology, Techno India College of Technology, India. His research topic is signal processing, machine learning and information security. Dr. Dey is an Associate Editor of IEEE ACCESS and is currently the Editor in-Chief of the International Journal of Ambient Computing and Intelligence, and Series Editor of Springer Tracts in Nature-Inspired Computing (STNIC).
作者簡介(中文翻譯)
Dr. Jyotismita Chaki 是印度維洛爾科技學院資訊科技與工程系的助理教授。她在印度加爾各答的賈達普爾大學獲得數位影像處理的工程博士學位。她的研究興趣包括:計算機視覺與影像處理、模式識別、醫學影像、軟計算、資料探勘、機器學習。她已出版一本書以及22篇國際會議和期刊論文。她還曾擔任2017年第二屆國際先進計算與智能工程會議(ICACIE-2017)和2017年第四屆國際影像資訊處理會議(ICIIP-2017)的程序委員會成員。
Dr. Nilanjan Day 於1984年出生於印度加爾各答。他於2005年獲得西孟加拉科技大學的資訊科技學士學位,2011年在同一所大學獲得資訊科技碩士學位,並於2015年在印度賈達普爾大學獲得數位影像處理的博士學位。2011年,他被任命為印度卡利亞尼的JIS工程學院資訊科技系的助理教授,並於2014年轉任印度杜爾卡普爾的孟加拉工程學院。現在,他在印度科技印度科技學院的資訊科技系擔任助理教授。他的研究主題包括信號處理、機器學習和資訊安全。Dr. Dey 是 IEEE ACCESS 的副編輯,目前擔任國際環境計算與智能期刊的主編,以及Springer Tracts in Nature-Inspired Computing (STNIC) 的系列編輯。