中国激光, 2020, 47 (1): 0109001, 网络出版: 2020-01-09   

基于自适应指数加权移动平均滤波的快速去雾算法 下载: 1413次

Fast Defogging Algorithm Based on Adaptive Exponentially Weighted Moving Average Filtering
梅康 1,2,**刘小勤 1,*沐超 1秦晓琪 1,2
作者单位
1 中国科学院安徽光学精密机械研究所中国科学院大气光学重点实验室, 安徽 合肥 230031
2 中国科学技术大学, 安徽 合肥 230026
引用该论文

梅康, 刘小勤, 沐超, 秦晓琪. 基于自适应指数加权移动平均滤波的快速去雾算法[J]. 中国激光, 2020, 47(1): 0109001.

Kang Mei, Xiaoqin Liu, Chao Mu, Xiaoqi Qin. Fast Defogging Algorithm Based on Adaptive Exponentially Weighted Moving Average Filtering[J]. Chinese Journal of Lasers, 2020, 47(1): 0109001.

参考文献

[1] 吴迪, 朱青松. 图像去雾的最新研究进展[J]. 自动化学报, 2015, 41(2): 221-239.

    Wu D, Zhu Q S. The latest research progress of image dehazing[J]. Acta Automatica Sinica, 2015, 41(2): 221-239.

[2] Tan K, Oakley J P. Physics-based approach to color image enhancement in poor visibility conditions[J]. Journal of the Optical Society of America A, 2001, 18(10): 2460-2467.

[3] Fattal R. Single image dehazing[J]. ACM Transactions on Graphics, 2008, 27(3): 72.

[4] He KM, SunJ, Tang XO. Single image haze removal using dark channel prior[C]∥2009 IEEE Conference on Computer Vision and Pattern Recognition, June 20-25, 2009, Miami, FL, USA. New York: IEEE, 2009: 1956- 1963.

[5] He K M, Sun J, Tang X O. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1397-1409.

[6] YuJ, Liao QM. Fast single image fog removal using edge-preserving smoothing[C]∥2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 22-27, 2011, Prague, Czech Republic. New York: IEEE, 2011: 1245- 1248.

[7] 陆海俊, 汪荣贵, 杨娟, 等. 基于均值漂移的暗原色先验图像去雾算法[J]. 合肥工业大学学报(自然科学版), 2016, 39(9): 1205-1210.

    Lu H J, Wang R G, Yang J, et al. An image haze removal algorithm using dark channel prior based on mean shift[J]. Journal of Hefei University of Technology(Natural Science), 2016, 39(9): 1205-1210.

[8] 李红云, 云利军, 高银. 基于边界限制加权最小二乘法滤波的雾天图像增强算法[J]. 中国激光, 2019, 46(3): 0309002.

    Li H Y, Yun L J, Gao Y. Fog image enhancement algorithm based on boundary-limited weighted least squares filtering[J]. Chinese Journal of Lasers, 2019, 46(3): 0309002.

[9] Narasimhan SG, Nayar SK. Removing weather effects from monochrome images[C]∥Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001, December 8-14, 2001, Kauai, HI, USA. New York: IEEE, 2001: 186- 193.

[10] McCartney EJ. Optics of the atmosphere: scattering by molecules and particles[M]. New York: John Wiley and Sons, Inc., 1976: 23- 32.

[11] TomasiC, ManduchiR. Bilateral filtering for gray and color images[C]∥Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271), January 7-7, 1998, Bombay, India. New York: IEEE, 1998: 839- 846.

[12] Perona P, Malik J. Scale-space and edge detection using anisotropic diffusion[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1990, 12(7): 629-639.

[13] Buades A, Coll B, Morel J M. Neighborhood filters and PDE's[J]. Numerische Mathematik, 2006, 105(1): 1-34.

[14] Farbman Z, Fattal R, Lischinski D, et al. Edge-preserving decompositions for multi-scale tone and detail manipulation[J]. ACM Transactions on Graphics, 2008, 27(3): 67.

[15] Kim J H, Jang W D, Sim J Y, et al. Optimized contrast enhancement for real-time image and video dehazing[J]. Journal of Visual Communication and Image Representation, 2013, 24(3): 410-425.

[16] 苏畅, 毕国玲, 金龙旭, 等. 基于暗通道图像质心偏移量的去雾算法[J]. 光学学报, 2019, 39(5): 0533001.

    Su C, Bi G L, Jin L X, et al. Dehazing algorithm based on dark-channel image centroid offset[J]. Acta Optica Sinica, 2019, 39(5): 0533001.

[17] Tarel JP, HautiereN. Fast visibility restoration from a single color or gray level image[C]∥2009 IEEE 12th International Conference on Computer Vision, September 29-October 2, 2009, Kyoto, Japan. New York: IEEE, 2009: 2201- 2208.

[18] 李大鹏, 禹晶, 肖创柏. 图像去雾的无参考客观质量评测方法[J]. 中国图象图形学报, 2011, 16(9): 1753-1757.

    Li D P, Yu J, Xiao C B. No-reference quality assessment method for defogged images[J]. Journal of Image and Graphics, 2011, 16(9): 1753-1757.

梅康, 刘小勤, 沐超, 秦晓琪. 基于自适应指数加权移动平均滤波的快速去雾算法[J]. 中国激光, 2020, 47(1): 0109001. Kang Mei, Xiaoqin Liu, Chao Mu, Xiaoqi Qin. Fast Defogging Algorithm Based on Adaptive Exponentially Weighted Moving Average Filtering[J]. Chinese Journal of Lasers, 2020, 47(1): 0109001.

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