光学学报, 2018, 38 (3): 0310001, 网络出版: 2018-03-20   

基于稀疏特征提取的单幅图像去雾 下载: 1085次

Single Image Dehazing Based on Sparse Feature Extraction
作者单位
空军工程大学航空航天工程学院, 陕西 西安 710038
引用该论文

刘坤, 毕笃彦, 王世平, 何林远, 高山. 基于稀疏特征提取的单幅图像去雾[J]. 光学学报, 2018, 38(3): 0310001.

Liu Kun, Bi Duyan, Wang Shiping, He Linyuan, Gao Shan. Single Image Dehazing Based on Sparse Feature Extraction[J]. Acta Optica Sinica, 2018, 38(3): 0310001.

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.

    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.

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

[2] 梁健, 巨海娟, 张文飞, 等. 偏振光学成像去雾技术综述[J]. 光学学报, 2017, 37(4): 0400001.

    梁健, 巨海娟, 张文飞, 等. 偏振光学成像去雾技术综述[J]. 光学学报, 2017, 37(4): 0400001.

    Liang J, Ju H J, Zhang W F, et al. Review of optical polarimetric dehazing technique[J]. Acta Optica Sinica, 2017, 37(4): 0400001.

    Liang J, Ju H J, Zhang W F, et al. Review of optical polarimetric dehazing technique[J]. Acta Optica Sinica, 2017, 37(4): 0400001.

[3] 代书博, 徐伟, 朴永杰, 等. 基于暗原色先验的遥感图像去雾方法[J]. 光学学报, 2017, 37(3): 0328002.

    代书博, 徐伟, 朴永杰, 等. 基于暗原色先验的遥感图像去雾方法[J]. 光学学报, 2017, 37(3): 0328002.

    Dai S B, Xu W, Piao Y J, et al. Remote sensing image defogging based on dark channel prior[J]. Acta Optica Sinica, 2017, 37(3): 0328002.

    Dai S B, Xu W, Piao Y J, et al. Remote sensing image defogging based on dark channel prior[J]. Acta Optica Sinica, 2017, 37(3): 0328002.

[4] Tan RT. Visibility in bad weather from a single image[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2008: 10139948.

    Tan RT. Visibility in bad weather from a single image[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2008: 10139948.

[5] Fattal R. Single image dehazing[J]. ACM Transactions on Graphics, 2008, 27(3): 721-728.

    Fattal R. Single image dehazing[J]. ACM Transactions on Graphics, 2008, 27(3): 721-728.

[6] Dong XM, Hu XY, Peng SL, et al. Single color image dehazing using sparse priors[C]. 17th IEEE International Conference on Image Processing, 2010, 119( 5) : 3593- 3596.

    Dong XM, Hu XY, Peng SL, et al. Single color image dehazing using sparse priors[C]. 17th IEEE International Conference on Image Processing, 2010, 119( 5) : 3593- 3596.

[7] Zhu Q S, Mai J M, Shao L. A fast single image haze removal algorithm using color attenuation prior[J]. IEEE Transactions on Image Processing, 2015, 24(11): 3522-3533.

    Zhu Q S, Mai J M, Shao L. A fast single image haze removal algorithm using color attenuation prior[J]. IEEE Transactions on Image Processing, 2015, 24(11): 3522-3533.

[8] He K M, Sun J, Tang X O, et al. Single image haze removal using dark channel prior[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(12): 2341-2353.

    He K M, Sun J, Tang X O, et al. Single image haze removal using dark channel prior[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(12): 2341-2353.

[9] He KM, SunJ, Tang XO, et al. Guided image filtering[C]. 11th European Conference on Computer Vision, 2010: 1- 14.

    He KM, SunJ, Tang XO, et al. Guided image filtering[C]. 11th European Conference on Computer Vision, 2010: 1- 14.

[10] 李加元, 胡庆武, 艾明耀, 等. 结合天空识别和暗通道原理的图像去雾[J]. 中国图象图形学报, 2015, 20(4): 514-519.

    李加元, 胡庆武, 艾明耀, 等. 结合天空识别和暗通道原理的图像去雾[J]. 中国图象图形学报, 2015, 20(4): 514-519.

    Li J Y, Hu Q W, Ai M Y, et al. Image haze removal based on sky region detection and dark channel prior[J]. Journal of Image and Graphics, 2015, 20(4): 514-519.

    Li J Y, Hu Q W, Ai M Y, et al. Image haze removal based on sky region detection and dark channel prior[J]. Journal of Image and Graphics, 2015, 20(4): 514-519.

[11] 毕笃彦, 眭萍, 何林远, 等. 基于Color Lines先验的高阶马尔科夫随机场去雾[J]. 电子与信息学报, 2016, 38(9): 2405-2409.

    毕笃彦, 眭萍, 何林远, 等. 基于Color Lines先验的高阶马尔科夫随机场去雾[J]. 电子与信息学报, 2016, 38(9): 2405-2409.

    Bi D Y, Sui P, He L Y, et al. Higher-order Markov random fields defogging based on Color Lines[J]. Journal of Electronics & Information Technology, 2016, 38(9): 2405-2409.

    Bi D Y, Sui P, He L Y, et al. Higher-order Markov random fields defogging based on Color Lines[J]. Journal of Electronics & Information Technology, 2016, 38(9): 2405-2409.

[12] Yang JC, WrightJ, HuangT, et al. Image super-resolution as sparse representation of raw image patches[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2008: 1- 8.

    Yang JC, WrightJ, HuangT, et al. Image super-resolution as sparse representation of raw image patches[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2008: 1- 8.

[13] Zhang K, Zhang L, Yang M H. Fast compressive tracking[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(10): 2002-2015.

    Zhang K, Zhang L, Yang M H. Fast compressive tracking[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(10): 2002-2015.

[14] Zhang S P, Yao H X, Sun X, et al. Sparse coding based visual tracking: review and experimental comparison[J]. IEEE Transactions on Pattern Recognition, 2013, 46(7): 1772-1788.

    Zhang S P, Yao H X, Sun X, et al. Sparse coding based visual tracking: review and experimental comparison[J]. IEEE Transactions on Pattern Recognition, 2013, 46(7): 1772-1788.

[15] 尹雯, 李元祥, 周则明, 等. 基于稀疏表示的遥感图像融合方法[J]. 光学学报, 2013, 33(4): 0428003.

    尹雯, 李元祥, 周则明, 等. 基于稀疏表示的遥感图像融合方法[J]. 光学学报, 2013, 33(4): 0428003.

    Yin W, Li Y X, Zhou Z M, et al. Remote sensing image fusion based on sparse representation[J]. Acta Optica Sinica, 2013, 33(4): 0428003.

    Yin W, Li Y X, Zhou Z M, et al. Remote sensing image fusion based on sparse representation[J]. Acta Optica Sinica, 2013, 33(4): 0428003.

[16] 南栋, 毕笃彦, 马时平, 等. 基于景深约束的单幅雾天图像去雾算法[J]. 电子学报, 2015, 43(3): 500-504.

    南栋, 毕笃彦, 马时平, 等. 基于景深约束的单幅雾天图像去雾算法[J]. 电子学报, 2015, 43(3): 500-504.

    Nan D, Bi D Y, Ma S P, et al. Single image dehazing method based on scene depth constraint[J]. Acta Electronica Sinica, 2015, 43(3): 500-504.

    Nan D, Bi D Y, Ma S P, et al. Single image dehazing method based on scene depth constraint[J]. Acta Electronica Sinica, 2015, 43(3): 500-504.

[17] Pati YC, RezaiifarR, Krishnaprasad PS. Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition[C]. 27th Asilomar Conference on Signals, Systems and Computers, 1993: 4846193.

    Pati YC, RezaiifarR, Krishnaprasad PS. Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition[C]. 27th Asilomar Conference on Signals, Systems and Computers, 1993: 4846193.

[18] XuL, Zheng SC, Jia JY. Unnatural L0 sparse representation for natural image deblurring[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2013: 1107- 1114.

    XuL, Zheng SC, Jia JY. Unnatural L0 sparse representation for natural image deblurring[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2013: 1107- 1114.

[19] ChenC, Do MN, WangJ. Robust image and video dehazing with visual artifact suppression via gradient residual minimization[M]. Berlin: Springer, 2016: 576- 591.

    ChenC, Do MN, WangJ. Robust image and video dehazing with visual artifact suppression via gradient residual minimization[M]. Berlin: Springer, 2016: 576- 591.

[20] Ren WQ, LiuS, ZhangH, et al.Single image dehazing via multi-scale convolutional neural networks[M]. Cham: Springer International Publishing, 2016: 154- 169.

    Ren WQ, LiuS, ZhangH, et al.Single image dehazing via multi-scale convolutional neural networks[M]. Cham: Springer International Publishing, 2016: 154- 169.

[21] 高银, 云利军, 石俊生, 等. 基于TV模型的暗原色理论雾天图像复原算法[J]. 中国激光, 2015, 42(8): 0809001.

    高银, 云利军, 石俊生, 等. 基于TV模型的暗原色理论雾天图像复原算法[J]. 中国激光, 2015, 42(8): 0809001.

    Gao Y, Yun L J, Shi J S, et al. Enhancement dark channel algorithm of fog image based on the TV model[J]. Chinese Journal of Lasers, 2015, 42(8): 0809001.

    Gao Y, Yun L J, Shi J S, et al. Enhancement dark channel algorithm of fog image based on the TV model[J]. Chinese Journal of Lasers, 2015, 42(8): 0809001.

刘坤, 毕笃彦, 王世平, 何林远, 高山. 基于稀疏特征提取的单幅图像去雾[J]. 光学学报, 2018, 38(3): 0310001. Liu Kun, Bi Duyan, Wang Shiping, He Linyuan, Gao Shan. Single Image Dehazing Based on Sparse Feature Extraction[J]. Acta Optica Sinica, 2018, 38(3): 0310001.

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