4.6 Article

Low-Light Underwater Image Enhancement for Deep-Sea Tripod

期刊

IEEE ACCESS
卷 7, 期 -, 页码 44080-44086

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2019.2897691

关键词

Image enhancement; underwater imaging; low lighting; deep-sea

资金

  1. Leading Initiative for Excellent Young Researcher (LEADER) of the Ministry of Education, Culture, Sports, Science and Technology-Japan [16809746]
  2. Japan Society for the Promotion of Science [17K14694]
  3. Research Fund of the State Key Laboratory of Marine Geology, Tongji University [MGK1608]
  4. Research Fund of the Telecommunications Advancement Foundation
  5. Open Collaborative Research Program, National Institute of Informatics Japan (NII)
  6. Japan-China Scientific Cooperation Program [6171101454]
  7. International Exchange Program of the National Institute of Information and Communications (NICT)
  8. Fundamental Research Developing Association for Shipbuilding and Offshore

向作者/读者索取更多资源

To monitor the sedimentary process and morphological evolution in the South China Sea, free-ascending deep-sea tripod (FDT) has been developed. This FDT was equipped with a deep-sea camera and landed on the sea floor at a depth of 2100 m. Although the FDT was equipped with an artificial light, the battery capacity limited the duration and intensity of light. Therefore, enhancing such low-illumination images to obtain clear visual effects is an important advancement for analyzing the geological evolution process. In this paper, an adaptive bright-color channel-based low-light underwater image-enhancement method and a denoising method are proposed to enhance such images and remove noise and artifacts. The experimental results demonstrated that the proposed method outperformed state-of-the-art methods.

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