Content-Based Image Retrieval: Ideas, Influences, and Current Trends
暫譯: 基於內容的影像檢索:理念、影響與當前趨勢
Vipin Tyagi
- 出版商: Springer
- 出版日期: 2018-01-25
- 售價: $4,200
- 貴賓價: 9.5 折 $3,990
- 語言: 英文
- 頁數: 378
- 裝訂: Hardcover
- ISBN: 9811067589
- ISBN-13: 9789811067587
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商品描述
The book describes several techniques used to bridge the semantic gap and reflects on recent advancements in content-based image retrieval (CBIR). It presents insights into and the theoretical foundation of various essential concepts related to image searches, together with examples of natural and texture image types. The book discusses key challenges and research topics in the context of image retrieval, and provides descriptions of various image databases used in research studies.
The area of image retrieval, and especially content-based image retrieval (CBIR), is a very exciting one, both for research and for commercial applications. The book explains the low-level features that can be extracted from an image (such as color, texture, shape) and several techniques used to successfully bridge the semantic gap in image retrieval, making it a valuable resource for students and researchers interested in the area of CBIR alike.
商品描述(中文翻譯)
本書描述了幾種用於彌補語義差距的技術,並反映了基於內容的圖像檢索(CBIR)方面的最新進展。它提供了有關圖像搜索的各種基本概念的見解和理論基礎,並舉例說明自然圖像和紋理圖像類型。本書討論了圖像檢索中的主要挑戰和研究主題,並提供了用於研究的各種圖像數據庫的描述。
圖像檢索領域,特別是基於內容的圖像檢索(CBIR),無論在研究還是商業應用方面都是一個非常令人興奮的領域。本書解釋了可以從圖像中提取的低階特徵(如顏色、紋理、形狀)以及幾種成功彌補圖像檢索中語義差距的技術,使其成為對CBIR領域感興趣的學生和研究人員的寶貴資源。