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eess.IV2026
Self-Supervised Multibeam Sonar Restoration via Coherent Forward Modeling
Zixin Wang, James Hopgood, Mike Davies
Multibeam imaging sonar produces intensity images degraded by coherent speckle and system-induced blur, while clean reflectivity targets are rarely available. Existing despeckling…
eess.IV2023★ 3 cited
Scale-Equivariant Imaging: Self-Supervised Learning for Image Super-Resolution and Deblurring
Jérémy Scanvic, Mike Davies, Patrice Abry +1
Self-supervised methods have recently proved to be nearly as effective as supervised ones in various imaging inverse problems, paving the way for learning-based approaches in scien…