View-based 3-D Object Retrieval (Paperback)

Content-based 3-D object retrieval has attracted extensive attention recently and has applications in a variety of fields, such as, computer-aided design, tele-medicine,mobile multimedia, virtual reality, and entertainment. The development of efficient and effective content-based 3-D object retrieval techniques has enabled the use of fast 3-D reconstruction and model design. Recent technical progress, such as the development of camera technologies, has made it possible to capture the views of 3-D objects. As a result, view-based 3-D object retrieval has become an essential but challenging research topic.

View-based 3-D Object Retrieval introduces and discusses the fundamental challenges in view-based 3-D object retrieval, proposes a collection of selected state-of-the-art methods for accomplishing this task developed by the authors, and summarizes recent achievements in view-based 3-D object retrieval. Part I presents an Introduction to View-based 3-D Object Retrieval, Part II discusses View Extraction, Selection, and Representation, Part III provides a deep dive into View-Based 3-D Object Comparison, and Part IV looks at future research and developments including Big Data application and geographical location-based applications.

• Systematically introduces view-based 3-D object retrieval, including problem definitions and settings, methodologies, and benchmark testing beds
• Discusses several key challenges in view-based 3-D object retrieval, and introduces the state-of-the-art solutions
• Presents the progression from general image retrieval techniques to view-based 3-D object retrieval
• Introduces future research efforts in the areas of Big Data, feature extraction, and geographical location-based applications

基於內容的三維物體檢索近年來引起了廣泛關注，並在多個領域中應用，例如計算機輔助設計、遠程醫療、移動多媒體、虛擬現實和娛樂。高效且有效的基於內容的三維物體檢索技術的發展，使得快速三維重建和模型設計成為可能。近期的技術進展，如攝像頭技術的發展，使得捕捉三維物體的視圖成為可能。因此，基於視圖的三維物體檢索已成為一個重要但具有挑戰性的研究主題。

《基於視圖的三維物體檢索》介紹並討論了基於視圖的三維物體檢索中的基本挑戰，提出了作者開發的一系列選擇的最新方法，並總結了基於視圖的三維物體檢索的最新成果。第一部分介紹了基於視圖的三維物體檢索的概述，第二部分討論了視圖提取、選擇和表示，第三部分深入探討了基於視圖的三維物體比較，第四部分則關注未來的研究和發展，包括大數據應用和基於地理位置的應用。

本書系統地介紹了基於視圖的三維物體檢索，包括問題定義和設置、方法論和基準測試平台。討論了基於視圖的三維物體檢索中的幾個關鍵挑戰，並介紹了最新的解決方案。還介紹了從一般圖像檢索技術到基於視圖的三維物體檢索的發展過程。並介紹了在大數據、特徵提取和基於地理位置的應用領域的未來研究努力。