Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-025-02522-3
Abstract: For single image defocus deblurring, acquiring well-aligned training pairs (or training triplets), i.e., a defocus blurry image, an all-in-focus sharp image (and a defocus blur map), is a challenging task for developing effective deblurring models.… read more here.
Keywords: defocus; image; image defocus; training pairs ... See more keywords
BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105563
Abstract: Reducing the defocus blur that arises from the finite aperture size and short exposure time is an essential problem in computational photography. It is very challenging because the blur kernel is spatially varying and difficult… read more here.
Keywords: blur; bambnet; defocus deblurring; dual pixel ... See more keywords