Dense 3D Reconstruction in Multi-camera Systems

Author(s):  
Soonmin Bae
2021 ◽  
Vol 6 (1) ◽  
pp. 1-3
Author(s):  
Sina Farsangi ◽  
Mohamed A. Naiel ◽  
Mark Lamm ◽  
Paul Fieguth

Structured Light (SL) patterns generated based on pseudo-random arrays are widely used for single-shot 3D reconstruction using projector-camera systems. These SL images consist of a set of tags with different appearances, where these patterns will be projected on a target surface, then captured by a camera and decoded. The precision of localizing these tags from captured camera images affects the quality of the pixel-correspondences between the projector and the camera, and consequently that of the derived 3D shape. In this paper, we incorporate a quadrilateral representation for the detected SL tags that allows the construction of robust and accurate pixel-correspondences and the application of a spatial rectification module that leads to high tag classification accuracy. When applying the proposed method to single-shot 3D reconstruction, we show the effectiveness of this method over a baseline in estimating denser and more accurate 3D point-clouds.


Author(s):  
Stuart Golodetz ◽  
Tommaso Cavallari ◽  
Nicholas A. Lord ◽  
Victor A. Prisacariu ◽  
David W. Murray ◽  
...  

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