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BUSIFusion: Blind Unsupervised Single Image Fusion of Hyperspectral and RGB Images

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posted on 2022-07-20, 03:55 authored by Jiabao LiJiabao Li, Yuqi Li, Chong WangChong Wang, Xulun Ye, Wolfgang Heidrich

We propose an unsupervised blind fusion network that operates on a single HSI and RGB image pair and requires neither known degradation models nor any training data. Our method takes full advantage of an unrolling network and coordinate encoding to provide a state-of-the-art HSI reconstruction. It can also estimate the degradation parameters relatively accurately through the neural representation and implicit regularization of the degradation model.


Email Address of Submitting Author

Submitting Author's Institution

Ningbo university

Submitting Author's Country

  • China