Prospects for the application of underwater image restoration methods to facilitate marine geological exploration
This paper provides an overview of modern methods for underwater image restoration and enhancement, as well as an analysis of advantages and disadvantages of the methods when used for the imagery obtained during deep-sea geological exploration. Due to the fact that the main criteria for choosi...
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| Format: | Article |
| Language: | English |
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Samara National Research University
2025-06-01
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| Series: | Компьютерная оптика |
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| Online Access: | https://computeroptics.ru/eng/KO/Annot/KO49-3/490308e.html |
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| author | I.V. Semernik A.A. Taraseko K.V. Samonova |
| author_facet | I.V. Semernik A.A. Taraseko K.V. Samonova |
| author_sort | I.V. Semernik |
| collection | DOAJ |
| description | This paper provides an overview of modern methods for underwater image restoration and enhancement, as well as an analysis of advantages and disadvantages of the methods when used for the imagery obtained during deep-sea geological exploration.
Due to the fact that the main criteria for choosing a processing method are precisely the accuracy and reliability of underwater image restoration, rather than speed and improved frame perception, it seems most appropriate to choose methods based on the traditional approach and using a priori information about environmental conditions and the relative position of the camera and the underwater object, received from the underwater vehicle sensors. |
| format | Article |
| id | doaj-art-138a22e0db4d4e5197b65ca386e8d28f |
| institution | Kabale University |
| issn | 0134-2452 2412-6179 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Samara National Research University |
| record_format | Article |
| series | Компьютерная оптика |
| spelling | doaj-art-138a22e0db4d4e5197b65ca386e8d28f2025-08-21T06:43:53ZengSamara National Research UniversityКомпьютерная оптика0134-24522412-61792025-06-0149340643410.18287/2412-6179-CO-1520Prospects for the application of underwater image restoration methods to facilitate marine geological explorationI.V. Semernik0A.A. Taraseko1K.V. Samonova2JSC YuzhmorgeologiaJSC YuzhmorgeologiaJSC YuzhmorgeologiaThis paper provides an overview of modern methods for underwater image restoration and enhancement, as well as an analysis of advantages and disadvantages of the methods when used for the imagery obtained during deep-sea geological exploration. Due to the fact that the main criteria for choosing a processing method are precisely the accuracy and reliability of underwater image restoration, rather than speed and improved frame perception, it seems most appropriate to choose methods based on the traditional approach and using a priori information about environmental conditions and the relative position of the camera and the underwater object, received from the underwater vehicle sensors.https://computeroptics.ru/eng/KO/Annot/KO49-3/490308e.htmlunderwater image restorationunderwater image enhancementdeep-sea geological explorationdeep-sea underwater vehiclesunderwater image processing methods |
| spellingShingle | I.V. Semernik A.A. Taraseko K.V. Samonova Prospects for the application of underwater image restoration methods to facilitate marine geological exploration Компьютерная оптика underwater image restoration underwater image enhancement deep-sea geological exploration deep-sea underwater vehicles underwater image processing methods |
| title | Prospects for the application of underwater image restoration methods to facilitate marine geological exploration |
| title_full | Prospects for the application of underwater image restoration methods to facilitate marine geological exploration |
| title_fullStr | Prospects for the application of underwater image restoration methods to facilitate marine geological exploration |
| title_full_unstemmed | Prospects for the application of underwater image restoration methods to facilitate marine geological exploration |
| title_short | Prospects for the application of underwater image restoration methods to facilitate marine geological exploration |
| title_sort | prospects for the application of underwater image restoration methods to facilitate marine geological exploration |
| topic | underwater image restoration underwater image enhancement deep-sea geological exploration deep-sea underwater vehicles underwater image processing methods |
| url | https://computeroptics.ru/eng/KO/Annot/KO49-3/490308e.html |
| work_keys_str_mv | AT ivsemernik prospectsfortheapplicationofunderwaterimagerestorationmethodstofacilitatemarinegeologicalexploration AT aataraseko prospectsfortheapplicationofunderwaterimagerestorationmethodstofacilitatemarinegeologicalexploration AT kvsamonova prospectsfortheapplicationofunderwaterimagerestorationmethodstofacilitatemarinegeologicalexploration |