Search Results for author: Zesheng Liu

Found 2 papers, 0 papers with code

Physics-Informed Machine Learning On Polar Ice: A Survey

no code implementations30 Apr 2024 Zesheng Liu, Younghyun Koo, Maryam Rahnemoonfar

The mass loss of the polar ice sheets contributes considerably to ongoing sea-level rise and changing ocean circulation, leading to coastal flooding and risking the homes and livelihoods of tens of millions of people globally.

Physics-informed machine learning

Fixed Pattern Noise Reduction for Infrared Images Based on Cascade Residual Attention CNN

no code implementations22 Oct 2019 Juntao Guan, Rui Lai, Ai Xiong, Zesheng Liu, Lin Gu

Existing fixed pattern noise reduction (FPNR) methods are easily affected by the motion state of the scene and working condition of the image sensor, which leads to over smooth effects, ghosting artifacts as well as slow convergence rate.

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