Multimedia Content Analysis (Signals and Communication Technology)
暫譯: 多媒體內容分析(信號與通信技術)
Jens-Rainer Ohm
- 出版商: Springer
- 出版日期: 2018-06-07
- 售價: $4,990
- 貴賓價: 9.5 折 $4,741
- 語言: 英文
- 頁數: 428
- 裝訂: Paperback
- ISBN: 3662570858
- ISBN-13: 9783662570852
海外代購書籍(需單獨結帳)
商品描述
This textbook covers the theoretical backgrounds and practical aspects of image, video and audio feature expression, e.g., color, texture, edge, shape, salient point and area, motion, 3D structure, audio/sound in time, frequency and cepstral domains, structure and melody. Up-to-date algorithms for estimation, search, classification and compact expression of feature data are described in detail. Concepts of signal decomposition (such as segmentation, source tracking and separation), as well as composition, mixing, effects, and rendering, are discussed. Numerous figures and examples help to illustrate the aspects covered. The book was developed on the basis of a graduate-level university course, and most chapters are supplemented by problem-solving exercises. The book is also a self-contained introduction both for researchers and developers of multimedia content analysis systems in industry.
商品描述(中文翻譯)
這本教科書涵蓋了影像、視頻和音頻特徵表達的理論背景和實際方面,例如顏色、紋理、邊緣、形狀、顯著點和區域、運動、3D結構、音頻/聲音在時間、頻率和倒頻域中的表現、結構和旋律。書中詳細描述了最新的算法,用於特徵數據的估計、搜尋、分類和緊湊表達。討論了信號分解的概念(如分割、來源追蹤和分離),以及合成、混合、效果和渲染。許多圖示和範例有助於說明所涵蓋的各個方面。這本書是基於一門研究生級別的大學課程開發的,大多數章節都附有解題練習。這本書也是一個自成體系的介紹,適合於研究人員和行業中多媒體內容分析系統的開發者。