Adaptive 3D descattering with a dynamic synthesis network
Waleed Tahir,
Hao Wang,
Lei Tian
Abstract:Deep learning has been broadly applied to imaging in scattering applications. A common framework is to train a "descattering" neural network for image recovery by removing scattering artifacts. To achieve the best results on a broad spectrum of scattering conditions, individual "expert" networks have to be trained for each condition. However, the performance of the expert sharply degrades when the scattering level at the testing time differs from the training. An alternative approach is to train a "generalist"… Show more
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