Three-dimensional object reconstruction from multiple views of a stereo-based vision system

Rafic A. Bachnak, Mehmet Çelenk · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1990

This paper describes a stereo-based multi-camera system for complete 3-D information extraction and surface reconstruction of objects in a robot workspace. The system consists of N number of cameras arranged in an N/2 number of periodic stereo pair structure. The common area of a camera pair and the number of cameras are determined based on a linear camera model and a calibration procedure that reguires only three known world points. The construction of the structural description is performed in two stages: (i) the 3-D data from different perspectives are inferred independently using a periodic stereo structure, and (ii) the extracted information from neighboring camera pairs are integrated to reconstruct the complete surface of the object.

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