Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1601002(2022)
Underwater Optical Image Enhancement Based on Color Constancy and Multiscale Wavelet
Fig. 1. Flow chart of proposed algorithm
Fig. 2. Color correction results.(a) original images; (b) pseudo color images of original images;(c)color correction images;(d)pseudo color images based on color correction
Fig. 3. Comparison of different wavelet decomposition levels. (a) Original image; (b) level 0; (c) level 2; (d) level 4; (e) details of level 4
Fig. 4. Comparison of underwater optical image clarity effect. (a) Original image; (b) dark channel prior dehaze; (c) multiscale wavelet dehaze
Fig. 5. 2D gamma correction histogram contrast map. (a) Original image; (b) illumination component map of original image; (c) histogram before correction; (d) 2D gamma correction map; (e) illumination component map of 2D gamma correction image; (f) histogram after correction;
Fig. 6. Comparison of sharpen. (a) Original image; (b) gray scale image of original image; (c) edge detail of original image; (d) sharpened image; (e) gray scale image of sharpened image; (f) edge detail of sharpened image
Fig. 7. 2D gamma weightmap. (a) 2D gamma correction result;(b)luminance weightmap;(c)chromatic weightmap;(d)saliency weightmap
Fig. 8. Sharpen weightmap. (a) Sharpen result; (b) luminance weightmap;(c)chromatic weightmap;(d)saliency weightmap
Fig. 10. Application test results. (a) Original image matching results; (b) enhanced image matching results
Fig. 11. Evaluation results of low illumination image
Fig. 12. Canny edge detection comparison results. (a) Original image; (b) Canny operator detection results of original image; (c) enhanced image; (d) Canny operator detection results of enhanced image
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Xiaoqi Wang, Xuanzhi Zhao, Zengli Liu. Underwater Optical Image Enhancement Based on Color Constancy and Multiscale Wavelet[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1601002
Category: Atmospheric Optics and Oceanic Optics
Received: Jun. 28, 2021
Accepted: Jul. 4, 2021
Published Online: Jul. 22, 2022
The Author Email: Zhao Xuanzhi (1649077559@qq.com)