Textual and Visual Information Retrieval Using Query Refinement and Pattern Analysis
暫譯: 使用查詢精煉與模式分析的文本與視覺資訊檢索

Shaila, S. G., Vadivel, A.

Textual and Visual Information Retrieval Using Query Refinement and Pattern Analysis
  • 出版商: Springer
  • 出版日期: 2019-01-30
  • 售價: $4,210
  • 貴賓價: 9.5 折 $4,000
  • 語言: 英文
  • 頁數: 123
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811347913
  • ISBN-13: 9789811347917

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book offers comprehensive coverage of information retrieval by considering both Text Based Information Retrieval (TBIR) and Content Based Image Retrieval (CBIR), together with new research topics. The approach to TBIR is based on creating a thesaurus, as well as event classification and detection. N-gram thesaurus generation for query refinement offers a new method for improving the precision of retrieval, while event classification and detection approaches aid in the classification and organization of information using web documents for domain-specific retrieval applications. In turn, with regard to content based image retrieval (CBIR) the book presents a histogram construction method, which is based on human visual perceptions of color. The book's overarching goal is to introduce readers to new ideas in an easy-to-follow manner.

商品描述(中文翻譯)

本書全面涵蓋資訊檢索，考慮了文本基礎資訊檢索（Text Based Information Retrieval, TBIR）和內容基礎影像檢索（Content Based Image Retrieval, CBIR），並探討了新的研究主題。TBIR的方法基於建立同義詞庫，以及事件分類和檢測。N-gram同義詞庫生成用於查詢精煉，提供了一種改善檢索精確度的新方法，而事件分類和檢測方法則有助於使用網頁文件進行特定領域檢索應用的信息分類和組織。至於內容基礎影像檢索（CBIR），本書介紹了一種基於人類對顏色的視覺感知的直方圖構建方法。本書的總體目標是以易於理解的方式向讀者介紹新觀念。

作者簡介

Dr. S.G. Shaila is an Associate Professor at the Department of Computer Science & Engineering, and earned her Ph.D. in Computer Science from the National Institute of Technology, Tiruchirapalli, Tamil Nadu for a thesis on Multimedia Information Retrieval in Distributed Systems. She brings with her years of teaching and research experience. Her main areas of interest are Information Retrieval, Image Processing, Cognitive Science and Pattern Recognition.


Dr. A. Vadivel received his Master's in Science from the National Institute of Technology Trichy (NITT) before completing a Master's in Technology (MTech) and PhD at the Indian Institute of Technology (IIT), Kharagpur, India. He has 12 years of technical experience as a Network & Instrumentation Engineer at the IIT-Kharagpur, and twelve years of teaching experience at Bharathidhasan University and NITT. Currently, he is working as an Associate Professor at SRM University Amaravathi, AP. He has published papers in more than 90 international journals and conference proceedings. His research areas are Content-Based Image and Video Retrieval, Multimedia Information Retrieval from Distributed Environments, Medical Image Analysis, Object Tracking in Motion Video, and Cognitive Science. He received the Young Scientist Award from the Department of Science and Technology, Government of India in 2007, the Indo-US Research Fellow Award from the Indo-US Science and Technology Forum in 2008, and the Obama-Singh Knowledge Initiative Award in 2013.

作者簡介(中文翻譯)

Dr. S.G. Shaila 是計算機科學與工程系的副教授，並在印度泰米爾納德邦的提魯奇拉帕利國立技術學院獲得計算機科學博士學位，論文主題為分散式系統中的多媒體資訊檢索。她擁有多年的教學和研究經驗。她的主要研究領域包括資訊檢索、影像處理、認知科學和模式識別。

Dr. A. Vadivel 在國立技術學院提魯奇（NITT）獲得理學碩士學位，隨後在印度卡拉格普爾的印度理工學院（IIT）完成技術碩士（MTech）和博士學位。他在IIT-Kharagpur擔任網路與儀器工程師已有12年的技術經驗，並在巴拉提達桑大學和NITT擁有十二年的教學經驗。目前，他在阿馬拉瓦提的SRM大學擔任副教授。他在90多本國際期刊和會議論文集中發表了多篇論文。他的研究領域包括基於內容的影像和視頻檢索、來自分散環境的多媒體資訊檢索、醫學影像分析、運動視頻中的物體追蹤以及認知科學。他於2007年獲得印度政府科學與技術部的青年科學家獎，2008年獲得印美科學與技術論壇的印美研究獎，並於2013年獲得奧巴馬-辛格知識倡議獎。

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