Research on Underwater Image Enhancement Algorithm
Journal of Engineering Research and Reports · pp. 92–103 · Published 23 Mar 2024
10.9734/jerr/2024/v26i41117Abstract
In recent years, with the continuous expansion of human activity areas, the Marine pollution caused by human activities has become increasingly serious, and the large influx of agricultural emissions and household garbage needs to rely on underwater equipment to clean up. However, to identify garbage from the complex underwater environment, it is necessary to study the underwater image enhancement algorithm. Therefore, this paper takes underwater plastic floaters as the research object, starts with the optical imaging model of underwater images, analyzes the process and mechanism of underwater optical imaging, and its impact on image quality, so as to better understand the causes of image degradation. Based on white balance algorithm, histogram equalization algorithm, bilateral filter algorithm and gamma correction method, the underwater image recognition image is improved. The principle of these methods to enhance underwater image is analyzed and applied to further improve the effect of underwater image enhancement.
Cited by 10
Wenyuan Ding, Zhen-Ming Chen, Zhijie Tang · International Conference on Optoelectronic Information and Functional Materials · 2026
Ying-Jie Wei, Weixiong Zhu, Xiao-Jun Li · 2026 5th International Conference on Green Energy and Power Systems (ICGEPS) · 2026
Xiaofei Ai, Yu-Xin Xing, Yu-Meng Zhang · International Conference on Virtual Reality and Visualization · 2025
Jiaxin Wan, Yumeng Liang, Xinrui Heng · 2025 8th International Conference on Robotics, Control and Automation Engineering (RCAE) · 2025
Jianming Liu, Huihua Wang, Zecen He · Multimedia Systems · 2025
Chang-Kai Li, M. Johar · Journal of Computing and Electronic Information Management · 2025
Xuan Wang, Boyuan Wang · International Conference on Communication, Computing & Security · 2025
Jian-Xing Sun, Rui Liu, Yue Lian · Other Conferences · 2024
Hao Wang, Lei Chen, Ling Chen · 2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS) · 2024
Kun Peng · 2024 5th International Conference for Emerging Technology (INCET) · 2024
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