Please use this identifier to cite or link to this item: http://nopr.niscair.res.in/handle/123456789/56100
Title: Low contrast detection factor based contrast enhancement and restoration for underwater images
Authors: Bindhu, A
Maheswari, O Uma
Keywords: Contrast enhancement;HSV color space;Low Contrast Detection Factor (LCDF);Underwater image
Issue Date: Jan-2021
Publisher: NISCAIR-CSIR, India
Abstract: Marine ecosystem is the largest of earth’s aquatic ecosystems. It includes salt marshes, coral reefs, deep sea, sea floor, etc. To learn deep about the activities taking place inside, underwater imaging is a tool. But these images lack in contrast and brightness leading to the lack of information in the ocean activities. To enhance such low contrast underwater images, Low Contrast Detection Factor (LCDF) is proposed in this study. It uses the value, saturation and hue to enhance the low contrast regions and to restore the color. Quality assessment is done to substantiate the proposed algorithm. It is found that the entropy gives an average of 7.3. No-reference Quality Metrics such as Natural Image Quality Evaluator and Blind/ Referenceless Image Spatial Quality Evaluator shows an average value of 3.6 and 22.5, respectively. The blur metrics shows a value of 0.21. The quality metrics indicates that the naturalness of the underwater image is maintained while the contrast of the underwater image has increased.
Page(s): 7-13
URI: http://nopr.niscair.res.in/handle/123456789/56100
ISSN: 2582-6727 (Online); 2582-6506 (Print)
Appears in Collections:IJMS Vol.50(01) [January 2021]

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IJMS 50(1) 7-13_Suppl Data.pdfSupplementary Data2.61 MBAdobe PDFView/Open


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