Snow Removal From Light Field Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2951917
Abstract: In this paper, we propose a novel deep convolutional neural network (DCNN) for removing snowflakes from light field (LF) images. We observe that snowflakes in LF images always interrupt slopes in background scenes in epipolar… read more here.
Keywords: removal light; snow removal; light field; field images ... See more keywords
Single-Image Snow Removal Based on an Attention Mechanism and a Generative Adversarial Network
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3051359
Abstract: Bad weather, such as snowfall, can seriously decrease the quality of images and pose great challenges to computer vision algorithms. In view of the negative effect of snowfall, this paper presents a single-image snow removal… read more here.
Keywords: snow removal; image snow; attention; single image ... See more keywords
SnowMamba: Achieving More Precise Snow Removal with Mamba
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15105404
Abstract: Due to the diversity and semi-transparency of snowflakes, accurately locating and reconstructing background information during image restoration poses a significant challenge. Snowflakes obscure image details, thereby affecting downstream tasks such as object recognition and image… read more here.
Keywords: image; mamba; snow removal; multi scale ... See more keywords