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CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), (2021)

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Abstract

Conventional stereo suffers from a fundamental trade-off between imaging volume and signal-to-noise ratio (SNR) -- due to the conflicting impact of aperture size on both these variables. Inspired by the extended depth of field cameras, we propose a novel end-to-end learning-based technique to overcome this limitation, by introducing a p...More

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Author
Shiyu Tan
Shiyu Tan
Yicheng Wu
Yicheng Wu
Shoou-I Yu
Shoou-I Yu
Ashok Veeraraghavan
Ashok Veeraraghavan
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