Towards Blind Lens Aberration Correction via Large LensLib Pre-training and Discrete Degradation Priors 事件

Towards Blind Lens Aberration Correction via Large LensLib Pre-training and Discrete Degradation Priors arXiv:2511.17126v4 Announce Type: replace-cross Abstract: Emerging deep-learning-based lens library pre-training (LensLib-PT) pipeline offers a new avenue for blind lens aberration correction by training a universal neural network, demonstrating strong capability in handling diverse unknown optical degradations. This work proposes FoundCAC, a universal foundational framework that resolves two