A New Rapid and Detail-Preserving Image Downscaling Without Noise Amplification
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DOI: 10.1109/access.2022.3212060
Abstract: Video web portals have to downscale an incredible number of videos and images to various resolutions each day. The latest image downscaling algorithms conserve edges and fine details but still suffer from noise amplification. This… read more here.
Keywords: noise; detail preserving; noise amplification; preserving image ... See more keywords
Edge-Preserving Image Filtering Based on Soft Clustering
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3124291
Abstract: Edge-preserving image filtering is an essential task in computational photography and imaging. In this paper, we propose a simple yet effective global edge-preserving filter based on soft clustering, and we propose a novel soft clustering… read more here.
Keywords: edge preserving; soft clustering; proposed filter; preserving image ... See more keywords
Privacy-Preserving Image Classification Using an Isotropic Network
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DOI: 10.48550/arxiv.2204.07707
Abstract: In this article, we propose a privacy-preserving image classification method that uses encrypted images and an isotropic network, such as the vision transformer. The proposed method allows us not only to apply images without visual… read more here.
Keywords: network; classification; privacy preserving; preserving image ... See more keywords