Skewed stereo time-of-flight camera for translucent object imaging

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Time-of-flight (ToF) depth cameras have widely been used in many applications such as 3D imaging, 3D reconstruction, human interaction and robot navigation. However, conventional depth cameras are incapable of imaging a translucent object which occupies a substantial portion of a real world scene. Such a limitation prohibits realistic imaging using depth cameras. In this work, we propose a new skewed stereo ToF camera for detecting and imaging translucent objects under minimal prior of environment We find that the depth calculation of a ToF camera with a translucent object presents a systematic distortion due to the superposed reflected light ray observation from multiple surfaces. We propose to use a stereo ToF camera setup and derive a generalized depth imaging formulation for translucent objects. Distorted depth value is refined using an iterative optimization. Experimental evaluation shows that our proposed method reasonably recovers the depth image of translucent objects. (C) 2015 Elsevier B.V. All rights reserved.
Publisher
ELSEVIER
Issue Date
2015-11
Language
English
Article Type
Article
Citation

IMAGE AND VISION COMPUTING, v.43, pp.27 - 38

ISSN
0262-8856
DOI
10.1016/j.imavis.2015.08.001
URI
http://hdl.handle.net/10203/297178
Appears in Collection
AI-Journal Papers(저널논문)
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