Adaptive dehazing control factor based fast single image dehazing
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DOI: 10.1007/s11042-019-08120-z
Abstract: The single image dehazing is performed using atmospheric scattering model (ASM). The ASM is based on transmission and atmospheric light. Thus, accurate estimation of transmission is essential for quality single image dehazing. Single image dehazing… read more here.
Keywords: image; dehazing control; image dehazing; control factor ... See more keywords
CSIDNet: Compact single image dehazing network for outdoor scene enhancement
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DOI: 10.1007/s11042-020-09496-z
Abstract: This paper proposes a novel deep learning-based single image dehazing network named as Compact Single Image Dehazing Network (CSIDNet) for outdoor scene enhancement. CSIDNet directly outputs a haze-free image from the given hazy input. The… read more here.
Keywords: image; image dehazing; csidnet; dehazing network ... See more keywords
An image dehazing method using image gradient distortion prior
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DOI: 10.1007/s11276-021-02716-w
Abstract: In haze weather, the image contrast and clarity are often poor, which affects the visual effect of the image. Therefore, it is of great significance to study a fast and effective method to clear the… read more here.
Keywords: image; gradient distribution; method; image dehazing ... See more keywords
Fast single image dehazing based on a regression model
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DOI: 10.1016/j.neucom.2017.03.024
Abstract: A new method is presented to estimate a dynamic atmospheric-light map in daytime haze-images, which output a brighter result and suppress noise-amplificationUsing computer-generated training samples instand of manual collections. Simples generated by this method has… read more here.
Keywords: image; regression; regression model; image dehazing ... See more keywords
Single image dehazing by approximating and eliminating the additional airlight component
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DOI: 10.1016/j.neucom.2020.03.027
Abstract: Abstract This paper proposes a novel technique for single image dehazing using adaptive nearest neighbor regularization to obtain a haze-free transmission map and then approximating the additional airlight component present in the hazy image. The… read more here.
Keywords: nearest neighbor; image; additional airlight; image dehazing ... See more keywords
Self-filtering image dehazing with self-supporting module
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DOI: 10.1016/j.neucom.2020.11.039
Abstract: Abstract As a pre-processing step of computer vision applications, single image dehazing remains challenging due to existing inefficiencies in the restoration of content and details. In this paper, the self-supporting dehazing network (SSDN) is proposed… read more here.
Keywords: image dehazing; image; self supporting; supporting module ... See more keywords
A Unified Variational Model for Single Image Dehazing
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DOI: 10.1109/access.2019.2894525
Abstract: Haze is a common weather phenomenon, which hinders many outdoor computer vision applications such as outdoor surveillance, navigation control, vehicle driving, and so on. In this paper, a simple but effective unified variational model for… read more here.
Keywords: unified variational; image dehazing; model; model single ... See more keywords
Single Image Dehazing of Road Scenes Using Spatially Adaptive Atmospheric Point Spread Function
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DOI: 10.1109/access.2021.3082175
Abstract: Image haze removal is essential in autonomous driving as the outdoor images captured during unfavorable weather conditions, such as haze or snow, are affected by poor visibility. Much research has been done to overcome image… read more here.
Keywords: spatially adaptive; atmospheric point; adaptive atmospheric; image dehazing ... See more keywords
AED-Net: A Single Image Dehazing
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DOI: 10.1109/access.2022.3144402
Abstract: In the past decade, significant research effort has been directed toward developing single-image dehazing algorithms. Despite this effort, dehazing continues to present a challenge, particularly in complex real-world cases. Indeed, it is an ill-posed problem… read more here.
Keywords: image; aed net; real world; image dehazing ... See more keywords
Remote Sensing Image Dehazing Based on an Attention Convolutional Neural Network
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DOI: 10.1109/access.2022.3185627
Abstract: Haze may affect the quality of optical remote sensing images, thus limiting the scope of their application. Remote sensing image dehazing has become important in remote sensing image preprocessing, promoting the use of remote sensing… read more here.
Keywords: remote sensing; image dehazing; sensing image; attention ... See more keywords
Singe Image Dehazing With Unsharp Masking and Color Gamut Expansion
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3209665
Abstract: Image dehazing is a fundamental problem in computer vision and has hitherto engendered prodigious amounts of studies. Recently, with the well-recognized success of deep learning techniques, this field has been dominated by deep dehazing models.… read more here.
Keywords: color; color gamut; image dehazing; unsharp masking ... See more keywords