Visual Content Indexing and Retrieval with Psycho-Visual Models (Multimedia Systems and Applications)
暫譯: 視覺內容索引與檢索:心理視覺模型的應用(多媒體系統與應用)
- 出版商: Springer
- 出版日期: 2017-10-23
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 267
- 裝訂: Hardcover
- ISBN: 3319576860
- ISBN-13: 9783319576862
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商品描述
This book provides a deep analysis and wide coverage of the very strong trend in computer vision and visual indexing and retrieval, covering such topics as incorporation of models of Human Visual attention into analysis and retrieval tasks. It makes the bridge between psycho-visual modelling of Human Visual System and the classical and most recent models in visual content indexing and retrieval.
The large spectrum of visual tasks, such as recognition of textures in static images, of actions in video content, image retrieval, different methods of visualization of images and multimedia content based on visual saliency are presented by the authors. Furthermore, the interest in visual content is modelled with the means of the latest classification models such as Deep Neural Networks is also covered in this book.
This book is an exceptional resource as a secondary text for researchers and advanced level students, who are involved in the very wide research in computer vision, visual information indexing and retrieval. Professionals working in this field will also be interested in this book as a reference.商品描述(中文翻譯)
本書深入分析並廣泛涵蓋了計算機視覺和視覺索引與檢索中的強大趨勢,探討了將人類視覺注意模型納入分析和檢索任務的主題。它架起了人類視覺系統的心理視覺建模與視覺內容索引和檢索中的經典及最新模型之間的橋樑。
作者呈現了廣泛的視覺任務範疇,例如靜態圖像中的紋理識別、視頻內容中的動作識別、圖像檢索、基於視覺顯著性的圖像和多媒體內容的不同可視化方法。此外,本書還涵蓋了使用最新分類模型(如深度神經網絡)對視覺內容的興趣進行建模的內容。
本書是研究人員和高級學生的優秀資源,特別是那些參與計算機視覺、視覺信息索引和檢索廣泛研究的人士。從事該領域的專業人士也會對本書作為參考資料感興趣。