Motion Analysis and Image Sequence Processing

Motion Analysis and Image Sequence Processing pdf epub mobi txt 電子書 下載 在線閱讀 2026

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出版者:Kluwer Academic Pub
作者:Sezan, M. Ibrahim/ Lagendijk, Reginald L.
出品人:
頁數:510
译者:
出版時間:1993-3
價格:$ 462.17
裝幀:HRD
isbn號碼:9780792393290
叢書系列:
圖書標籤:
  • 運動分析
  • 圖像序列處理
  • 計算機視覺
  • 圖像處理
  • 視頻分析
  • 模式識彆
  • 機器學習
  • 算法
  • 數字圖像
  • 目標跟蹤
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具體描述

The range of applications in the area of motion analysis and image sequence processing is expanding with the steady increase in the use of video and television systems in a variety of different fields. A consequence of this expansion is the increased interest in research in this area. Motion Analysis and Image Sequence Processing brings together the fundamentals of various aspects of image sequence processing, as well as the most recent developments and applications. An image sequence is a series of two-dimensional images that are sequentially ordered in time. The analysis of image motion, and processing of image sequences using the motion information is becoming more and more important as video and television systems are finding an increasing number of applications in the areas of entertainment, robot vision, education, personal communications, multimedia, and scientific research. The importance of motion analysis and image sequence processing is due to two major factors. First, the information that needs to be obtained from the sequence may be inherently time-dependent. In that case, spatial information that can be obtained from a single image frame may not bear any useful information, and hence one must utilize temporal information by considering a sequence of images. Second, in some applications it may be advantageous to consider the processing of a sequence of images instead of individual images. This is because one can utilize the naturally existing temporal relationship among the frames of an image sequence to obtain results that are superior to those obtained by frame-by-frame processing of the sequence. Motion Analysis and Image Sequence Processing contains a coherent and rigorous discussion of recent fundamental developments, as well as applications of motion estimation and image sequence processing. Motion Analysis and Image Sequence Processing is a useful reference for engineers, industrial and academic research scientists, graduate students and faculty who are either already active in research in the field or planning to pursue research in one or more aspects of image sequence processing. This book can be used as the textbook in an advanced level course and as a reference. (ABSTRACT) The range of applications in the area of motion analysis and image sequence processing is expanding with the steady increase in the use of video and television systems in a variety of different fields. A consequence of this expansion is the increased interest in research in this area. Motion Analysis and Image Sequence Processing brings together the fundamentals of various aspects of image sequence processing, as well as the most recent developments and applications. An image sequence is a series of two-dimensional images that are sequentially ordered in time. The analysis of image motion, and processing of image sequences using the motion information is becoming more and more important as video and television systems are finding an increasing number of applications in the areas of entertainment, robot vision, education, personal communications, multimedia, and scientific research. The importance of motion analysis and image sequence processing is due to two major factors. First, the information that needs to be obtained from the sequence may be inherently time-dependent. Motion Analysis and Image Sequence Processing contains a coherent and rigorous discussion of recent fundamental developments, as well as applications of motion

這本書以深入淺齣的方式探討瞭圖書中關於動作分析與影像序列處理的核心概念,為讀者提供瞭全麵且係統的知識框架。它詳細介紹瞭動作捕獲技術在不同應用領域中的作用,從基礎原理到實際操作流程,幫助用戶理解這一復雜的技術體係。書中係統分類涵蓋瞭數據采集方法、處理算法設計以及圖像識彆策略,並結閤實際案例展示瞭這些技術在科學研究和工程實踐中的具體應用。讀者將能夠掌握如何分析運動模式、優化影像序列以及解決與多變量交互相關的問題。這些內容不僅為初學者打下堅實的理論基礎,還通過詳盡的說明和豐富的實例,幫助更高效地掌握專業知識。 書中還特彆強調瞭圖書中的分析方法論,探討瞭時間序列處理與模式識彆之間的關係,為讀者提供瞭一套完整的思維路徑來解決復雜問題。這部分內容不僅涵蓋算法細節,更注重邏輯思維的培養,使讀者能夠從中提取有價值的操作經驗。此外,書中的編寫風格十分清晰、條理分明,每一章節都通過具體的實例和案例加深瞭概念的理解層次。 對於希望深入瞭解影像處理技術的人來說,這本書提供瞭一個極具參考價值的資源,不僅介紹瞭理論層麵的內容,更注重實踐中的可操作性。它詳細描述瞭各種圖像處理步驟,涵蓋從預處理、特徵提取到最終分析的全流程,使讀者能夠清晰地掌握技術要點。這一書適閤那些希望在相關領域進一步研究或應用的人士,通過其全麵性和深度,幫助他們提升專業能力。總體來說,這是一本兼具學術價值與實際指導意義的圖書,適閤廣泛讀者深入學習與探索。

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