Haze Removal Using Aggregated Resolution Convolution Network
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DOI: 10.1109/access.2019.2938218
Abstract: The haze removal technique refers to the process of reconstructing haze-free images from scenes of inclement weather conditions. This task has an extensive demand in practical applications. At present, models based on deep convolution neural… read more here.
Keywords: haze; convolution; haze removal; aggregated resolution ... See more keywords
MCPA: A Fast Single Image Haze Removal Method Based on the Minimum Channel and Patchless Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3188774
Abstract: The image haze removal algorithm is challenging regarding computational processing speed and the hazy removal effect. Instead of using the local patch approach, which assumes the scene transmission to be locally constant and uses various… read more here.
Keywords: removal; haze removal; method; minimum channel ... See more keywords
Haze Removal: Push DCP at the Edge
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DOI: 10.1109/lsp.2020.3013741
Abstract: In the task of haze scene restoration, dark channel prior is the most convincing theory. Its biggest contribution is to introduce the concept of dark channel map, which is convenient for acquiring initial transmission. Minimum… read more here.
Keywords: channel map; haze removal; dark channel; edge ... See more keywords
Single Image Haze Removal Based on a Simple Additive Model With Haze Smoothness Prior
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3114601
Abstract: Single image haze removal, which is to recover the clear version of a hazy image, is a challenging task in computer vision. In this paper, an additive haze model is proposed to approximate the hazy… read more here.
Keywords: single image; image haze; haze removal; haze ... See more keywords
QCNN-H: Single-Image Dehazing Using Quaternion Neural Networks.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2023.3238640
Abstract: Single-image haze removal is challenging due to its ill-posed nature. The breadth of real-world scenarios makes it difficult to find an optimal dehazing approach that works well for various applications. This article addresses this challenge… read more here.
Keywords: quaternion; image dehazing; single image; haze removal ... See more keywords
Image Haze Removal via Reference Retrieval and Scene Prior
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2018.2837900
Abstract: Photography of hazy scene typically suffers from low-contrast which degrades the visibility of the scene. The performance of single-image dehazing methods is limited by the priors or constraints. In this paper, we present an effective… read more here.
Keywords: scene prior; scene; image; haze removal ... See more keywords
Variational Single Nighttime Image Haze Removal With a Gray Haze-Line Prior
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3141252
Abstract: Influenced by glowing effects, nighttime haze removal is a challenging ill-posed task. Existing nighttime dehazing methods usually result in glowing artifacts, color shifts, overexposure, and noise amplification. Thus, through statistical and theoretical analyses, we propose… read more here.
Keywords: haze line; color; haze removal; haze ... See more keywords