• Acta Photonica Sinica
  • Vol. 44, Issue 12, 1228002 (2015)
SHUAI Tao1、2、*, ZHANG Hong-yan1、2, and ZHANG Liang-pei1、2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/gzxb20154412.1228002 Cite this Article
    SHUAI Tao, ZHANG Hong-yan, ZHANG Liang-pei. The Object-based Method of Shadow Detection in High-resolution Remote Sensing Imagery[J]. Acta Photonica Sinica, 2015, 44(12): 1228002 Copy Citation Text show less
    References

    [1] WANG Zeng-mao, DU Bo, ZHANG Liang-pei, et al. Based on texture feature and extend morphological profile fusion for hyperspectral image classification[J]. Acta Photonica Sinica, 2014, 43(8): 810002.

    [2] HAO Ning-bo, LIAO Hai-bin. A shadow removal method based on the homomorphic filter for high resolution remote sensing images[J]. Soft Ware Guide, 2010, 9(12): 210-212.

    [3] LI Le. Research on shadow-based building extraction from high resolution remote sensing images [D], Hunan University of Science and Technology, Hunan, 2011.

    [4] DARE P M. Shadow analysis in high-resolution satellite imagery of urban areas[J]. Photogrammetric Engineering and Remote Sensing, 2005, 71(2): 169-178.

    [5] GILES P T. Remote sensing and cast shadows in mountainous terrain[J]. Photogrammetric Engineering and Remote Sensing, 2001, 67(7): 833-840.

    [6] YAO J, ZHANG Z M. Hierarchical shadow detection for color aerial images[J]. Computer Vision and Image Understanding, 2006, 102(1): 60-69.

    [7] JAYNES C, WEBB S, TEELE R M, et al. Dynamic shadow removal from front projection displays[C]. in IEEE Computer Society Proceedings of the conference on Visualization, 2001:175-182.

    [8] FINLAYSON G D, HORDLEY S D, DREW M S. Removing shadows from images[J]. European Conference on Computer Vision, 2002, 28(1): 823-836.

    [9] ETEMADNIA H, ETEMADNIA M R. Automatic Image Shadow Identification using LPF in Homomorphic Processing System[C]. Sydney, 2003:429-438.

    [10] POLIDORIO A M, FLORES F C, IMAI N N, et al. Automatic shadow segmentation in aerial color images[C]. in Computer Graphics and Image Processing. Brazilian, 2003:270-277.

    [11] TSAI V J. A comparative study on shadow compensation of color aerial images in invariant color models[J]. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(6): 1661-1671.

    [12] LORENZI L, MELGANI F, MERCIER G. A complete processing chain for shadow detection and reconstruction in VHR images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(9): 3440-3452.

    [13] LI H, ZHANG L, SHEN H. An adaptive nonlocal regularized shadow removal method for aerial remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(1): 106-120.

    [14] GUO R, DAI Q, HOIEM D. Paired regions for shadow detection and removal[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(12): 2956-2967.

    [15] ZHANG H, SUN K, LI W. Object-oriented shadow detection and removal from urban high-resolution remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(11): 6972 - 6982.

    [16] LIU Jia-hang, YANG Jian-feng, FANG Tao. Color property analysis of remote sensing imagery[J]. Acta Photonica Sinica, 2009, 38(2): 441-447.

    [17] HUANG Xin, ZHANG Liang-pei, LI Ping-xiang. Classification of high spatial resolution remotely sensed imagery based upon fusion of multiscale features and SVM[J]. Journal of Remote Sensing, 2007, 11(1): 48-54.

    [18] SHEN Zhan-feng, LUO Jian-cheng, HU Xiao-dong, et al. A mean shift multi-scale segmentation for high-resolution remote sensing images[J]. Geomatics and Information Science of Wuhan University, 2010, 35(3): 313-316.

    [19] SHEN Zhan-feng, LUO Jian-cheng, WU Wei, et al. Implementation of parallelization of mean-shift algorithm formulti-scale segmentation of remote sensing images[J]. Journal of Harbin Institute of Technology, 2010, 42(5): 811-815.

    [20] MEER P, COMANICIU D. Mean Shift: A robust approach toward feature space analysis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(5): 603-619.

    [21] WANG Kai, ZHAO Yong-qiang, CHENG Yong-mei, et al. Hyperspectral image segmentation based on mean shift and fuzzy integral fusion [J]. Acta Photonica Sinica, 2010, 39(1): 188-192.

    [22] LI Xiang-ru, WU Fu-chao, HU Zhan-yi. Convergence of a mean shift algorithm[J]. Journal of Software, 2005, 16: 365-374.

    [23] LI Zheng-zhou, PENG Su-jing, WANG Yun, et al. Gray image segmentation algorithm based on mean shift[J]. Acta Photonica Sinica, 2007, 36:286-289.

    [24] DAI Qin-ling, WANG Lei-guang, HONG Liang. Regional segmentation of natural scene color images by integrating edge cues [J]. Journal of Image and Graphics, 2013, 18(5): 523-528.

    [25] OTSU N. A threshold selection method from gray-level histograms[J]. IEEE Transactions on Systems, Man, and Cybernetics, 1979, 9(1): 62-66.

    [26] SONG H, HUANG B, ZHANG K. Shadow detection and reconstruction in high-resolution satellite images via morphological filtering and example-based learning[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(5): 2545-2554.

    SHUAI Tao, ZHANG Hong-yan, ZHANG Liang-pei. The Object-based Method of Shadow Detection in High-resolution Remote Sensing Imagery[J]. Acta Photonica Sinica, 2015, 44(12): 1228002
    Download Citation