Semantic Multimedia Analysis and Processing (Digital Imaging and Computer Vision)
暫譯: 語義多媒體分析與處理(數位影像與計算機視覺)

Evaggelos Spyrou, Dimitris Iakovidis, Phivos Mylonas

  • 出版商: CRC
  • 出版日期: 2017-04-06
  • 售價: $3,540
  • 貴賓價: 9.5$3,363
  • 語言: 英文
  • 頁數: 555
  • 裝訂: Paperback
  • ISBN: 1138075388
  • ISBN-13: 9781138075382
  • 相關分類: Computer Vision
  • 海外代購書籍(需單獨結帳)

商品描述

Broad in scope, Semantic Multimedia Analysis and Processing provides a complete reference of techniques, algorithms, and solutions for the design and the implementation of contemporary multimedia systems. Offering a balanced, global look at the latest advances in semantic indexing, retrieval, analysis, and processing of multimedia, the book features the contributions of renowned researchers from around the world. Its contents are based on four fundamental thematic pillars: 1) information and content retrieval, 2) semantic knowledge exploitation paradigms, 3) multimedia personalization, and 4) human-computer affective multimedia interaction. Its 15 chapters cover key topics such as content creation, annotation and modeling for the semantic web, multimedia content understanding, and efficiency and scalability.

Fostering a deeper understanding of a popular area of research, the text:

  • Describes state-of-the-art schemes and applications
  • Supplies authoritative guidance on research and deployment issues
  • Presents novel methods and applications in an informative and reproducible way
  • Contains numerous examples, illustrations, and tables summarizing results from quantitative studies
  • Considers ongoing trends and designates future challenges and research perspectives
  • Includes bibliographic links for further exploration
  • Uses both SI and US units

Ideal for engineers and scientists specializing in the design of multimedia systems, software applications, and image/video analysis and processing technologies, Semantic Multimedia Analysis and Processing aids researchers, practitioners, and developers in finding innovative solutions to existing problems, opening up new avenues of research in uncharted waters.

商品描述(中文翻譯)

廣泛的範疇,《語意多媒體分析與處理》提供了當代多媒體系統設計與實施的技術、演算法和解決方案的完整參考。該書以平衡的全球視角,探討語意索引、檢索、分析和多媒體處理的最新進展,並匯集了來自世界各地知名研究者的貢獻。其內容基於四個基本主題支柱:1) 資訊與內容檢索,2) 語意知識利用範式,3) 多媒體個性化,以及 4) 人機情感多媒體互動。全書共15章,涵蓋了內容創建、語意網的註解與建模、多媒體內容理解,以及效率與可擴展性等關鍵主題。

為了促進對這一熱門研究領域的深入理解,該文本:

- 描述了最先進的方案和應用
- 提供了關於研究和部署問題的權威指導
- 以資訊性和可重複的方式呈現新穎的方法和應用
- 包含了大量的例子、插圖和表格,總結了定量研究的結果
- 考慮了持續的趨勢,並指出未來的挑戰和研究視角
- 包括了進一步探索的文獻連結
- 使用了SI單位和美制單位

《語意多媒體分析與處理》非常適合專注於多媒體系統設計、軟體應用以及影像/視頻分析與處理技術的工程師和科學家,幫助研究人員、實務工作者和開發者尋找創新的解決方案,開啟在未知領域中的新研究途徑。