Citation: | ZNANG Junlin, SHI Dongyang, YANG Huimin, NIE Ling, LIU Tianguang, WU Zhengping. Image Defogging Algorithm Based on Limited Light Value and Transmittance Correction[J]. Infrared Technology , 2023, 45(6): 613-621. |
[1] |
Arif Z H, Mahmoud M A, Abdulkareem K H, et al. Comprehensive review of machine learning(ML) in image defogging: taxonomy of concepts, scenes, feature extraction, and classification techniques[J]. IET Image Processing, 2022, 16(2): 289-310. DOI: 10.1049/ipr2.12365
|
[2] |
王昊昱, 何明枢. 基于改进暗通道算法的红外图像去雾[J]. 红外技术, 2022, 44(8): 875-881. http://hwjs.nvir.cn/article/id/3069d73a-bcfb-4116-85fc-38c5b62163af
WANG Haoyu, HE Mingshu. Infrared image defogging based on improved dark channel algorithm[J]. Infrared Technology, 2022, 44(8): 875-881. http://hwjs.nvir.cn/article/id/3069d73a-bcfb-4116-85fc-38c5b62163af
|
[3] |
王道累, 张天宇. 图像去雾算法的综述及分析[J]. 图学学报, 2020, 41(6): 861-870. https://www.cnki.com.cn/Article/CJFDTOTAL-GCTX202006001.htm
WANG Daolei, ZHANG Tianyu. Overview and analysis of image defogging algorithms[J]. Journal of Graphics, 2020, 41(6): 861-870. https://www.cnki.com.cn/Article/CJFDTOTAL-GCTX202006001.htm
|
[4] |
张宝山, 杨燕, 陈高科, 等. 结合直方图均衡化和暗通道先验的去雾算法[J]. 传感器与微系统, 2018, 37(3): 148-152. https://www.cnki.com.cn/Article/CJFDTOTAL-CGQJ201803044.htm
ZHANG Baoshan, YANG Yan, CHEN Gaoke, et al. Defogging algorithm combining histogram equalization and dark channel priori[J]. Sensors and Microsystems, 2018, 37(3): 148-152. https://www.cnki.com.cn/Article/CJFDTOTAL-CGQJ201803044.htm
|
[5] |
韦春苗, 徐岩, 李媛. 基于小波变换的迭代融合去雾算法[J]. 激光与光电子学进展, 2021, 58(20): 243-251. https://www.cnki.com.cn/Article/CJFDTOTAL-JGDJ202120025.htm
WEI Chunmiao, XU Yan, LI Yuan. Iterative fusion defogging algorithm based on wavelet transform[J]. Progress in Laser and Optoelectronics, 2021, 58 (20): 243-251. https://www.cnki.com.cn/Article/CJFDTOTAL-JGDJ202120025.htm
|
[6] |
CAI B, XU X, JIA K, et al. Dehazenet: an end-to-end system for single image haze removal[J]. IEEE Transactions on Image Processing, 2016, 25(11): 5187-5198. DOI: 10.1109/TIP.2016.2598681
|
[7] |
REN W, LIU S, ZHANG H, et al. Single image dehazing via multi-scale convolutional neural networks[C]//European Conference on Computer Vision, 2016: 154-169.
|
[8] |
Hassan N, Ullah S, Bhatti N, et al. A cascaded approach for image defogging based on physical and enhancement models[J]. Signal, Image and Video Processing, 2020, 14(5): 867-875. DOI: 10.1007/s11760-019-01618-x
|
[9] |
Sharma N, Kumar V, Singla S K. Single image defogging using deep learning techniques: past, present and future[J]. Archives of Computational Methods in Engineering, 2021, 28(7): 4449-4469. DOI: 10.1007/s11831-021-09541-6
|
[10] |
Singh S, Baba A M, Anwar M, et al. Visibility improvement in hazy conditions via a deep learning based image fusion approach[C]// International Conference on Advances in Computing and Data Sciences, 2021: 410-419.
|
[11] |
陈永, 郭红光, 艾亚鹏. 基于双域分解的多尺度深度学习单幅图像去雾[J]. 光学学报, 2020, 40(2): 71-82. https://www.cnki.com.cn/Article/CJFDTOTAL-GXXB202002008.htm
CHEN Yong, GUO Hongguang, AI Yapeng. Multi-scale deep learning single image defogging based on dual domain decomposition[J]. Acta Optica Sinica, 2020, 40(2): 71-82. https://www.cnki.com.cn/Article/CJFDTOTAL-GXXB202002008.htm
|
[12] |
YANG Y, LONG W, LI Y, et al. Image defogging based on amended dark channel prior and 4‐directional L1 regularisation[J]. IET Image Processing, 2021, 15(11): 2454-2477.
|
[13] |
HE K, SUN J, TANG X. Single image haze removal using dark channel prior[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010, 33(12): 2341-2353.
|
[14] |
Gibson K B, Vo D T, Nguyen T Q. An investigation of dehazing effects on image and video coding[J]. IEEE Transactions on Image Processing, 2011, 21(2): 662-673.
|
[15] |
LONG C, Bao-long G U O, JUAN B I, et al. Algorithm of single image fog removal based on joint bilateral filter[J]. Journal of Beijing University of Posts and Telecommunications, 2012, 35(4): 19-23.
|
[16] |
HE K, SUN J, TANG X. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 35(6): 1397-1409.
|
[17] |
MENG G, WANG Y, DUAN J, et al. Efficient image dehazing with boundary constraint and contextual regularization[C]//Proceedings of the IEEE International Conference on Computer Vision, 2013: 617-624.
|
[18] |
JIANG J G, HOU T F, QI M B. Image dehazing algorithm based on dark primary color prior[J]. Journal of Circuits and Systems, 2011, 16(2): 7-12.
|
[19] |
LING Z, GONG J, FAN G, et al. Optimal transmission estimation via fog density perception for efficient single image defogging[J]. IEEE Transactions on Multimedia, 2017, 20(7): 1699-1711.
|
[20] |
高涛, 刘梦尼, 陈婷, 等. 结合暗亮通道先验的远近景融合去雾算法[J]. 西安交通大学学报, 2021, 55(10): 78-86. https://www.cnki.com.cn/Article/CJFDTOTAL-XAJT202110009.htm
GAO Tao, LIU Mengni, CHEN Ting, et al. Near and far range fusion defogging algorithm combining dark and bright channel priori[J]. Journal of Xi'an Jiaotong University, 2021, 55(10): 78-86. https://www.cnki.com.cn/Article/CJFDTOTAL-XAJT202110009.htm
|
[21] |
Salazar-Colores S, Moya-Sanchez E U, Ramos-Arreguin J M, et al. Fast single image defogging with robust sky detection[J]. IEEE Access, 2020, 8: 149176-149189.
|
[22] |
CHEN Z, OO B, TIAN Q. An improved dark channel prior image defogging algorithm based on wavelength compensation[J]. Earth Science Informatics, 2019, 12(4): 501-512
|
[23] |
LU J, DONG C. DSP-based image real-time dehazing optimization for improved dark-channel prior algorithm[J]. Journal of Real-Time Image Processing, 2020, 17(5): 1675-1684.
|
[24] |
陈书贞, 任占广, 练秋生. 基于改进暗通道和导向滤波的单幅图像去雾算法[J]. 自动化学报, 2016, 42(3): 455-465. https://www.cnki.com.cn/Article/CJFDTOTAL-MOTO201603011.htm
CHEN Shuzhen, REN Zhanguang, LIAN Qiusheng. Single image defogging algorithm based on improved dark channel and guided filtering[J]. Journal of Automation, 2016, 42(3): 455-465. https://www.cnki.com.cn/Article/CJFDTOTAL-MOTO201603011.htm
|
[25] |
WANG M, ZHU F, BAI Y. An improved image blind deblurring based on dark channel prior[J]. Optoelectronics Letters, 2021, 17(1): 40-46.
|
[26] |
LI Z, LI G, NIU B, et al. Sea cucumber image dehazing method by fusion of retinex and dark channel[J]. IFAC-Papers OnLine, 2018, 51(17): 796-801.
|
[27] |
JU M, DING C, ZHANG D, et al. Gamma-correction-based visibility restoration for single hazy images[J]. IEEE Signal Processing Letters, 2018, 25(7): 1084-1088.
|
[28] |
CAO N, LYU S, HOU M, et al. Restoration method of sootiness mural images based on dark channel prior and Retinex by bilateral filter[J]. Heritage Science, 2021, 9(1): 1-19.
|