Single-image super-resolution reconstruction using dark channel regularization network
Sign Up to like & getrecommendations! Published in 2021 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-020-01762-9
Abstract: For single-image super-resolution (SR), deep learning-based approaches have attained superior performance that overshadow all previous approaches. Most recently published deep learning-based single-image SR approaches rely on either deeper or more complex network to achieve further… read more here.
Keywords: resolution; image; network; single image ... See more keywords
Sea Cucumber Image Dehazing Method by Fusion of Retinex and Dark Channel
Sign Up to like & getrecommendations! Published in 2018 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2018.08.098
Abstract: Abstract This paper proposes a method based on the prior fusion of Retinex and dark channel to enhance the defogging of underwater sea cucumber images. Firstly, the original RGB image is pre-processed by dark channel… read more here.
Keywords: image; sea cucumber; dark channel;
Study of visibility enhancement of hazy images based on dark channel prior in polarimetric imaging
Sign Up to like & getrecommendations! Published in 2017 at "Optik"
DOI: 10.1016/j.ijleo.2016.11.047
Abstract: Abstract During past decades, lots of efforts on image dehazing have been made based on either computer vision or physical models. In this paper, based on the combination of the polarimetric imaging and the dark… read more here.
Keywords: hazy images; hazy; polarimetric imaging; channel prior ... See more keywords
Single Image Dehazing via Large Sky Region Segmentation and Multiscale Opening Dark Channel Model
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2017.2710305
Abstract: Outdoor images acquired under poor weather conditions are usually contaminated by suspended particles and aerosols in the atmosphere. These captured images easily suffer from contrast reduction, low visibility, and color distortion. In this paper, we… read more here.
Keywords: large sky; sky region; single image; dark channel ... See more keywords
A Novel Thin Cloud Removal Method Based on Multiscale Dark Channel Prior (MDCP)
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3062853
Abstract: Cloud contamination is a common phenomenon in the optical remote sensing field, which limits their application in land surface studies and causes the waste of satellite images. This letter presents a new framework for removing… read more here.
Keywords: channel prior; cloud removal; dark channel;
Haze Removal: Push DCP at the Edge
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Signal Processing Letters"
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
GUDCP: Generalization of Underwater Dark Channel Prior for Underwater Image Restoration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3114230
Abstract: This letter introduces an underwater image enhancement method to handle low contrast and color cast of underwater images. Firstly, with the help of hierarchical searching technique, we propose a novel backscattered light estimation method. And… read more here.
Keywords: channel prior; dark channel; underwater dark; image restoration ... See more keywords
Improved defogging algorithm for sea surface images based on dark channel prior theory
Sign Up to like & getrecommendations! Published in 2021 at "Optical Engineering"
DOI: 10.1117/1.oe.60.3.033104
Abstract: Abstract. To improve the quality of the sea surface image under foggy weather, we propose an innovative single-image defogging algorithm based on the dark channel prior principle. The median filter is combined with the minimum… read more here.
Keywords: based dark; defogging algorithm; sea surface; dark channel ... See more keywords
Single Image Dehazing and Edge Preservation Based on the Dark Channel Probability-Weighted Moments
Sign Up to like & getrecommendations! Published in 2019 at "Mathematical Problems in Engineering"
DOI: 10.1155/2019/9721503
Abstract: The method of single image-based dehazing is addressed in the last two decades due to its extreme variating properties in different environments. Different factors make the image dehazing process cumbersome like unbalanced airlight, contrast, and… read more here.
Keywords: image; probability weighted; image dehazing; weighted moments ... See more keywords
Intelligent Identification Method of Shearer Drums Based on Improved YOLOv5s with Dark Channel-Guided Filtering Defogging
Sign Up to like & getrecommendations! Published in 2023 at "Energies"
DOI: 10.3390/en16104190
Abstract: In a fully mechanized mining face, there is interference between the hydraulic support face guard and the shearer drum. The two collisions seriously affect coal mine production and personnel safety. The identification of a shearer… read more here.
Keywords: guided filtering; shearer drum; dark channel; improved yolov5s ... See more keywords
A Single Image Deblurring Approach Based on a Fractional Order Dark Channel Prior
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Applied Mathematics and Computer Science"
DOI: 10.34768/amcs-2022-0032
Abstract: Abstract The dark channel prior has been successfully applied to solve the blind deblurring problem on different scene images. Since the dark channel of the blurry-noise image is similar to that of the corresponding clear… read more here.
Keywords: channel prior; fractional order; dark channel; image ... See more keywords