Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385574868> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W4385574868 abstract "In dusty and hazzy circumstances, pictures caputured tend to be unclear. To tackle this challenge researchers have founded different image-dehazing approaches. Lately, high quality pictures which could be used to extract maximal data from autonomous systems are in great demand. In order to minimize the haze from the picture, this research study uses various deep learning (also known as DL) architectures to identify the information recovered and extract key details from the image. The research paper focuses on utilizing deep learning techniques to remove haze from clear images.The first phase of the suggested architecture involves applying multiple pre-processing methods, including estimating the airlight, implementing contextual regularization and boundary constraints, as well as contrast enhancement techniques (CS, CLAHE, HE) and Image Fusion. The subsequent goal of this study is to pinpoint the optimal deep learning model that can produce clear images based on the resulting dehazed images. The quality of the dehazed images is evaluated by comparing them with clear images using metrics such as PSNR and SSIM. Experimental findings shows that Alex Net upon the implementation of pre-processing beats other state of the art techniques with regard to PSNR value and holds its own w.r.t SSIM values." @default.
- W4385574868 created "2023-08-05" @default.
- W4385574868 creator A5025104358 @default.
- W4385574868 creator A5043799879 @default.
- W4385574868 creator A5064380309 @default.
- W4385574868 creator A5077969608 @default.
- W4385574868 date "2023-05-25" @default.
- W4385574868 modified "2023-09-26" @default.
- W4385574868 title "Singe Image Dehazing using Deep Neural Networks" @default.
- W4385574868 cites W2081418206 @default.
- W4385574868 cites W2098985238 @default.
- W4385574868 cites W2114867966 @default.
- W4385574868 cites W2125676229 @default.
- W4385574868 cites W2516814155 @default.
- W4385574868 cites W2890147516 @default.
- W4385574868 cites W2963306157 @default.
- W4385574868 cites W2963780738 @default.
- W4385574868 cites W3129136250 @default.
- W4385574868 cites W3188023773 @default.
- W4385574868 cites W4223902421 @default.
- W4385574868 cites W4281734382 @default.
- W4385574868 cites W4315836100 @default.
- W4385574868 cites W4362499141 @default.
- W4385574868 doi "https://doi.org/10.1109/accai58221.2023.10201161" @default.
- W4385574868 hasPublicationYear "2023" @default.
- W4385574868 type Work @default.
- W4385574868 citedByCount "0" @default.
- W4385574868 crossrefType "proceedings-article" @default.
- W4385574868 hasAuthorship W4385574868A5025104358 @default.
- W4385574868 hasAuthorship W4385574868A5043799879 @default.
- W4385574868 hasAuthorship W4385574868A5064380309 @default.
- W4385574868 hasAuthorship W4385574868A5077969608 @default.
- W4385574868 hasConcept C108583219 @default.
- W4385574868 hasConcept C115961682 @default.
- W4385574868 hasConcept C153180895 @default.
- W4385574868 hasConcept C154945302 @default.
- W4385574868 hasConcept C26517878 @default.
- W4385574868 hasConcept C2776135515 @default.
- W4385574868 hasConcept C31972630 @default.
- W4385574868 hasConcept C38652104 @default.
- W4385574868 hasConcept C41008148 @default.
- W4385574868 hasConcept C55020928 @default.
- W4385574868 hasConcept C9417928 @default.
- W4385574868 hasConceptScore W4385574868C108583219 @default.
- W4385574868 hasConceptScore W4385574868C115961682 @default.
- W4385574868 hasConceptScore W4385574868C153180895 @default.
- W4385574868 hasConceptScore W4385574868C154945302 @default.
- W4385574868 hasConceptScore W4385574868C26517878 @default.
- W4385574868 hasConceptScore W4385574868C2776135515 @default.
- W4385574868 hasConceptScore W4385574868C31972630 @default.
- W4385574868 hasConceptScore W4385574868C38652104 @default.
- W4385574868 hasConceptScore W4385574868C41008148 @default.
- W4385574868 hasConceptScore W4385574868C55020928 @default.
- W4385574868 hasConceptScore W4385574868C9417928 @default.
- W4385574868 hasLocation W43855748681 @default.
- W4385574868 hasOpenAccess W4385574868 @default.
- W4385574868 hasPrimaryLocation W43855748681 @default.
- W4385574868 hasRelatedWork W2080322084 @default.
- W4385574868 hasRelatedWork W2130228941 @default.
- W4385574868 hasRelatedWork W2161229648 @default.
- W4385574868 hasRelatedWork W2611645609 @default.
- W4385574868 hasRelatedWork W2738221750 @default.
- W4385574868 hasRelatedWork W2993674027 @default.
- W4385574868 hasRelatedWork W3003164983 @default.
- W4385574868 hasRelatedWork W3217021205 @default.
- W4385574868 hasRelatedWork W4295539746 @default.
- W4385574868 hasRelatedWork W2187613906 @default.
- W4385574868 isParatext "false" @default.
- W4385574868 isRetracted "false" @default.
- W4385574868 workType "article" @default.