Time-of-Flight and Structured Light Depth Cameras: Technology and Applications
暫譯: 飛行時間與結構光深度相機:技術與應用
Pietro Zanuttigh, Giulio Marin, Carlo Dal Mutto, Fabio Dominio, Ludovico Minto, Guido Maria Cortelazzo
- 出版商: Springer
- 出版日期: 2016-06-01
- 售價: $7,280
- 貴賓價: 9.5 折 $6,916
- 語言: 英文
- 頁數: 355
- 裝訂: Hardcover
- ISBN: 3319309714
- ISBN-13: 9783319309712
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商品描述
This book provides a comprehensive overview of the key technologies and applications related to new cameras that have brought 3D data acquisition to the mass market. It covers both the theoretical principles behind the acquisition devices and the practical implementation aspects of the computer vision algorithms needed for the various applications. Real data examples are used in order to show the performances of the various algorithms. The performance and limitations of the depth camera technology are explored, along with an extensive review of the most effective methods for addressing challenges in common applications.
Applications covered in specific detail include scene segmentation, 3D scene reconstruction, human pose estimation and tracking and gesture recognition. This book offers students, practitioners and researchers the tools necessary to explore the potential uses of depth data in light of the expanding number of devices available for sale. It explores the impact of these devices on the rapidly growing field of depth-based computer vision.
商品描述(中文翻譯)
本書提供了與新型相機相關的關鍵技術和應用的全面概述,這些相機將3D數據獲取帶入了大眾市場。內容涵蓋了獲取設備背後的理論原則以及各種應用所需的計算機視覺算法的實際實施方面。書中使用了真實數據示例,以展示各種算法的性能。深入探討了深度相機技術的性能和限制,並對解決常見應用挑戰的最有效方法進行了廣泛的回顧。
具體詳細涵蓋的應用包括場景分割、3D場景重建、人類姿勢估計與追蹤以及手勢識別。本書為學生、從業者和研究人員提供了必要的工具,以探索隨著可銷售設備數量不斷增加而出現的深度數據潛在用途。它探討了這些設備對快速增長的基於深度的計算機視覺領域的影響。