Acta Optica Sinica, Volume. 36, Issue 8, 815002(2016)

Outdoor Illumination Shadow Detection Based on Orthogonal Decomposition

Duan Zhigang1,2、*, Qu Liangqiong1,2, Tian Jiandong1, and Tang Yandong1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(15)

    [1] [1] Sanin A, Sanderson C, Lovell B C. Shadow detection: A survey and comparative evaluation of recent methods[J]. Pattern Recognition, 2012, 45(4): 1684-1695.

    [2] [2] Tian Jiandong, Wang Zhanpeng, Tang Yandong. Static shadow detection: A survey[J]. Information and Control, 2015, 44(2): 215-222.

    [3] [3] Sun J, Tian J, Du Y, et al. Retinex theory-based shadow detection and removal in single outdoor image[J]. Industrial Robot, 2009, 36(3): 263-269.

    [4] [4] Tian J, Sun J, Tang Y. Tricolor attenuation model for shadow detection[J]. IEEE Transactions on Image Processing, 2009, 18(10): 2355-2363.

    [5] [5] Zhu J, Samuel K GG, Masood S Z, et al. Learning to recognize shadows in monochromatic natural images[C]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010: 223-230.

    [6] [6] Lalonde J F, Efros A, Narasimhan S G. Detecting ground shadows in outdoor consumer photographs[C]. Computer Vision-ECCV, 2010: 322-335.

    [7] [7] Guo R, Member S, Dai Q, et al. Paired regions for shadow detection and removal[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(12): 2956-2967.

    [8] [8] Tian J, Qi X, Qu L, et al. New spectrum ratio properties and features for shadow detection[J]. Pattern Recognition, 2016, 51(3): 85-96.

    [9] [9] Huang J Z, Ng M K, Rong H, et al. Automated variable weighting in k-means type clustering[J]. Pattern Analysis and Machine Intelligence, 2005, 27(5): 657-668.

    [10] [10] Xiang Rihua, Wang Runsheng. A range image segmentation algorithm based on Gaussian mixture model[J]. Journal of Software, 2003, 14(7): 1250-1257.

    [11] [11] Tian J, Tang Y. Linearity of each channel pixel values from a surface in and out of shadows and its applications[C]. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011: 985-992.

    [12] [12] Qu L, Tian J, Han Z, et al. Pixel-wise orthogonal decomposition for color illumination invariant and shadow-free image[J]. Optics Express, 2015, 23(3): 2220-2239.

    [13] [13] Li Yong, Ding Weili. Navigation line of vision extraction algorithm based on dark channel[J]. Acta Optica Sinica, 2015, 35(2): 0215001.

    [14] [14] Prati A, Mikic I, Trivedi M M, et al. Detecting moving shadows: Algorithms and evaluation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(7): 918-923.

    [15] [15] Wang Wenfeng, Ding Weili, Li Yong, et al. An efficient road detection algorithm based on parallel edges[J]. Acta Optica Sinica, 2015, 35(7): 0715001.

    CLP Journals

    [1] Duan Zhigang, Li Yong, Wang Ende, Tian Jiandong, Tang Yandong. Road and Navigation Line Detection Algorithm from Shadow Image Based on the Illumination Invariant Image[J]. Acta Optica Sinica, 2016, 36(12): 1215004

    Tools

    Get Citation

    Copy Citation Text

    Duan Zhigang, Qu Liangqiong, Tian Jiandong, Tang Yandong. Outdoor Illumination Shadow Detection Based on Orthogonal Decomposition[J]. Acta Optica Sinica, 2016, 36(8): 815002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Machine Vision

    Received: Mar. 22, 2016

    Accepted: --

    Published Online: Aug. 18, 2016

    The Author Email: Duan Zhigang (duanzhigang@sia.cn)

    DOI:10.3788/aos201636.0815002

    Topics