A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3097891
Abstract: Image smoothing is a fundamental procedure in applications of both computer vision and graphics. The required smoothing properties can be different or even contradictive among different tasks. Nevertheless, the inherent smoothing nature of one smoothing… read more here.
Keywords: image smoothing; edge preserving; generalized framework; framework ... See more keywords
Contrastive Semantic‐Guided Image Smoothing Network
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14681
Abstract: Image smoothing is a fundamental low‐level vision task that aims to preserve salient structures of an image while removing insignificant details. Deep learning has been explored in image smoothing to deal with the complex entanglement… read more here.
Keywords: network; contrastive semantic; image smoothing; semantic guided ... See more keywords