文章基本信息

标题：Stitching of depth and color images from multiple RGB-D sensors for extended field of view
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作者：Changquan Ding ; Hang Liu ; Hengyu Li 等
期刊名称：International Journal of Advanced Robotic Systems
印刷版ISSN：1729-8806
电子版ISSN：1729-8814
出版年度：2019
卷号：16
期号：3
页码：1-8
DOI：10.1177/1729881419851665
出版社：SAGE Publications
摘要：Existing commodity RGB-D sensors have a limited field of view compared with a nearly 360° horizontal field of view of Lidar. This article presents a method to extend the field of view by stitching depth and color images from multiple RGB-D sensors to form a depth and a color panorama. Firstly, a set of 3-D matched key points are constructed based on 2-D matched key points and corresponding depth values to estimate transformation matrices between multiple RGB-D sensors. Then, depth and color images are projected to the 3-D space using estimated transformation matrices to construct textured 3-D points. Finally, projecting textured 3-D points to a compositing surface can create the depth panorama and the color panorama. Experiments validated the accuracy and efficiency of the proposed method.
关键词：Depth and color panorama ; RGB-D camera calibratibon ; image stitching ; improved field of view ; 3D vision ; omnidirectional vision