Computer Vision and Image Processing: Fundamentals and Applications
暫譯: 計算機視覺與影像處理:基礎與應用
Bhuyan, Manas Kamal
- 出版商: CRC
- 出版日期: 2019-10-07
- 售價: $5,870
- 貴賓價: 9.5 折 $5,577
- 語言: 英文
- 頁數: 472
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0815370849
- ISBN-13: 9780815370840
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相關分類:
Computer Vision
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其他版本:
Computer Vision and Image Processing: Fundamentals and Applications
海外代購書籍(需單獨結帳)
相關主題
商品描述
The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.
商品描述(中文翻譯)
本書使讀者熟悉與計算機視覺相關的基本概念和問題,以及解決這些問題的主要方法。本書的重點在於圖像獲取和圖像形成模型、圖像形成的輻射度模型、相機中的圖像形成、圖像處理概念、特徵提取和特徵選擇在模式分類/識別中的概念,以及物體分類、物體追蹤、基於圖像的渲染和圖像配準等進階概念。本書旨在作為計算機視覺典型教學課程的輔助教材,採用問題解決的方法。
作者簡介
Prof. Manas Kamal Bhuyan received the Ph.D. degree in electronics and communication engineering from IIT Guwahati, Guwahati, India. He was with the School of Information Technology and Electrical Engineering, University of Queensland, St. Lucia, QLD, Australia, where he was involved in the postdoctoral research. He was a Researcher with the SAFE Sensor Research Group, NICTA, Brisbane, QLD, Australia. He was an Assistant Professor with the Department of Electrical Engineering, IIT Roorkee, Roorkee, India and Jorhat Engineering College, Assam, India. In 2014, he was a Visiting Professor with Purdue University, IN, USA. He is currently a Professor with the Department of Electronics and Electrical Engineering, IIT Guwahati. His current research interests include image/video processing, computer vision, machine Learning and human computer interactions (HCI), virtual reality and augmented reality. Dr. Bhuyan was a recipient of the National Award for Best Applied Research/Technological Innovation, which was presented by Honorable President of India, the Prestigious Fullbright-Nehru Academic and Professional Excellence Fellowship, and the BOYSCAST Fellowship. He is a IEEE senior member.
作者簡介(中文翻譯)
Prof. Manas Kamal Bhuyan 於印度古瓦哈提的印度理工學院(IIT Guwahati)獲得電子與通信工程的博士學位。他曾在澳大利亞昆士蘭大學(University of Queensland)資訊科技與電氣工程學院擔任博士後研究員。他曾是澳大利亞布里斯班的SAFE Sensor Research Group(NICTA)的研究員。他曾擔任印度魯爾基理工學院(IIT Roorkee)電氣工程系及印度喬爾哈特工程學院(Jorhat Engineering College)的助理教授。2014年,他曾擔任美國普渡大學(Purdue University)的訪問教授。目前,他是印度古瓦哈提的印度理工學院電子與電氣工程系的教授。他目前的研究興趣包括影像/視頻處理、計算機視覺、機器學習、人機互動(HCI)、虛擬實境和擴增實境。Bhuyan 博士曾獲得印度總統頒發的最佳應用研究/技術創新國家獎、享有盛譽的富布賴特-尼赫魯學術與專業卓越獎學金(Fullbright-Nehru Academic and Professional Excellence Fellowship)以及BOYSCAST獎學金。他是IEEE的資深會員。