Texture Feature Extraction Techniques for Image Recognition
暫譯: 影像識別的紋理特徵提取技術

Chaki, Jyotismita, Dey, Nilanjan

Texture Feature Extraction Techniques for Image Recognition
  • 出版商: Springer
  • 出版日期: 2019-11-06
  • 售價: $2,370
  • 貴賓價: 9.5 折 $2,252
  • 語言: 英文
  • 頁數: 100
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811508526
  • ISBN-13: 9789811508523

    • 海外代購書籍(需單獨結帳)

商品描述

The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based. It also covers applications related to texture features, such as facial imaging. It is a valuable resource for machine vision researchers and practitioners in different application areas.

商品描述(中文翻譯)

本書描述了各種紋理特徵提取方法和紋理分析應用。它介紹並討論了紋理特徵的重要性，並描述了各種類型的紋理特徵，如統計特徵、結構特徵、信號處理特徵和基於模型的特徵。書中還涵蓋了與紋理特徵相關的應用，例如面部影像。這是機器視覺研究人員和不同應用領域從業者的重要資源。

作者簡介

Dr. Jyotismita Chaki is currently an Assistant Professor in School of Information Technology and Engineering at Vellore Institute of Technology, Vellore, India. She has done her PhD (Engg) from Jadavpur University, Kolkata, India. Her research interests include: Computer Vision and Image Processing, Machine learning, Pattern Recognition, Medical Imaging, Soft computing and Artificial Intelligence. She is an author of 2 Authored books and many research publications in reputed international journals and conference proceedings. She is an editor of 2 edited books. She has served as a reviewer of Applied Soft Computing (Elsevier), Biosystem Engineering (Elsevier), Pattern Recognition Letters (Elsevier), Journal of Visual Communication and Image Representation (Elsevier), Signal Image and Video Processing (Springer), IEEE ACCESS journals and also served as Program Committee member of many International Conferences.

Dr. Nilanjan Dey is an Assistant Professor in the Department of Information Technology at Techno International New Town (Formerly known as Techno India College of Technology), Kolkata, India. He is a visiting fellow of the University of Reading, UK. He is a Visiting Professor at Duy Tan University, Vietnam. He was an honorary Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD. from Jadavpur University in 2015. He is the Editor-in-Chief of International Journal of Ambient Computing and Intelligence, IGI Global. He is the Series Co-Editor of Springer Tracts in Nature-Inspired Computing, Springer Nature, Series Co-Editor of Advances in Ubiquitous Sensing Applications for Healthcare, Elsevier, Series Editor of Computational Intelligence in Engineering Problem Solving and Intelligent Signal processing and data analysis, CRC. He has authored/edited more than 50 books with Springer, Elsevier, Wiley, CRC Press and published more than 300 peer-reviewed research papers. His main research interests include Medical Imaging, Machine learning, Computer Aided Diagnosis, Data Mining etc. He is the Indian Ambassador of the International Federation for Information Processing (IFIP) - Young ICT Group.

作者簡介(中文翻譯)

Dr. Jyotismita Chaki 目前是印度維洛爾科技學院資訊科技與工程學院的助理教授。她在印度加爾各答的賈達布珀大學獲得工程博士學位。她的研究興趣包括：計算機視覺與影像處理、機器學習、模式識別、醫學影像、軟計算和人工智慧。她是兩本專著的作者，並在多本知名國際期刊和會議論文集中發表了許多研究論文。她也是兩本編輯書籍的編輯。她曾擔任《應用軟計算》（Elsevier）、《生物系統工程》（Elsevier）、《模式識別快報》（Elsevier）、《視覺傳播與影像表現期刊》（Elsevier）、《信號影像與視頻處理》（Springer）、《IEEE ACCESS》期刊的審稿人，並擔任多個國際會議的程序委員會成員。

Dr. Nilanjan Dey 是印度加爾各答科技國際新城（前身為科技印度技術學院）資訊科技系的助理教授。他是英國雷丁大學的訪問研究員，也是越南大義坦大學的訪問教授。他曾在2012年至2015年間擔任美國加州全球生物醫學技術公司的榮譽訪問科學家。他於2015年在賈達布珀大學獲得博士學位。他是《國際環境計算與智慧期刊》（IGI Global）的主編，也是《自然啟發計算的Springer Tracts》系列的共同編輯、《醫療保健的普遍感知應用進展》（Elsevier）的共同編輯，以及《工程問題解決中的計算智慧與智能信號處理和數據分析》（CRC）的系列編輯。他與Springer、Elsevier、Wiley、CRC Press合著或編輯了超過50本書籍，並發表了超過300篇經過同行評審的研究論文。他的主要研究興趣包括醫學影像、機器學習、計算機輔助診斷、數據挖掘等。他是國際資訊處理聯合會（IFIP）青年ICT小組的印度大使。

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