Research
I'm interested in computational imaging, imaging through turbulence and machine learning.
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NeRT: Implicit Neural Representations for General Unsupervised Turbulence Mitigation
Weiyun Jiang,
Yuhao Liu,
Vivek Boominathan,
Ashok Veeraraghavan
CVPRW, 2023
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arXiv
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code
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data
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slides
Unsupervised turbulence mitigation using a physically correct tilt-then-blur atmospheric turbulence forward model.
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ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations
Haoming Cai*,
Jingxi Chen*,
Brandon Y. Feng,
Weiyun Jiang,
Mingyang Xie,
Kevin Zhang,
Ashok Veeraraghavan,
Christopher Metzler
Neurips, 2024
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arXiv
Restores temporally coherent sharp videos from atmospheric turbulence degraded vides.
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