Optics and Precision Engineering, Volume. 26, Issue 3, 698(2018)

Image entropy active contour models towards water area segmentation in remote sensing image

WANG Yu1... WANG Bao-shan1, WANG Tian2, and YANG Yi23 |Show fewer author(s)
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  • 1[in Chinese]
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  • 3[in Chinese]
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    References(20)

    [2] [2] GAETANO R, MASI G, POGGI G, et al.. Marker-controlled watershed-based segmentation of multiresolution remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(6): 2987-3004.

    [3] [3] SONG H H, HUANG B, ZHANG K H. A globally statistical active contour model for segmentation of oil slick in SAR imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6(6): 2402-2409.

    [4] [4] WANG Y, LI Y, ZHAO Q H. Integration of multispectral remote-sensing image segmentation with unknown number of classes[J]. Journal of Remote Sensing, 2016, 20(6): 1381-1390. (in Chinese)

    [7] [7] CHAN T, VESE L. An active contour model without edges[C]. Scale-Space Theories in Computer Vision, Springer, 1999, 1682: 141-151.

    [8] [8] KASS M, WITKIN A, TERZOPOULOS D. Snakes: active contour models[J]. International Journal of Computer Vision, 1988, 1(4): 321-331.

    [9] [9] CASELLES V, KIMMEL R, SAPIRO G. Geodesic active contours[J]. International Journal of Computer Vision, 1997, 22(1): 61-79.

    [10] [10] NIU S J, CHEN Q, DE SISTERNES L, et al.. Robust noise region-based active contour model via local similarity factor for image segmentation[J]. Pattern Recognition, 2017, 61: 104-119.

    [11] [11] LI CH M, GORE J C, DAVATZIKOS C. Multiplicative intrinsic component optimization (MICO) for MRI bias field estimation and tissue segmentation[J]. Magnetic Resonance Imaging, 2014, 32(7): 913-923.

    [13] [13] ZHANG K H, ZHANG L, SONG H H, et al.. Active contours with selective local or global segmentation: A new formulation and level set method[J]. Image and Vision Computing, 2010, 28(4): 668-676.

    [14] [14] HOOGI A, SUBRAMANIAM A, VEERAPANENI R, et al. Adaptive estimation of active contour parameters using convolutional neural networks and texture analysis[J]. IEEE Transactions on Medical Imaging, 2017, 36(3): 781-791.

    [16] [16] JIANG D W, FAN J CH, HUANG F R. SAR image coastline detection based on regional distance regularized geometric active contour models[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(9): 1096-1103. (in Chinese)

    [17] [17] HAN B, WU Y Q. A novel active contour model based on modified symmetric cross entropy for remote sensing river image segmentation[J]. Pattern Recognition, 2017, 67: 396-409.

    [18] [18] TIAN B S, LI ZH, ZHANG M M, et al.. Mapping thermokarst lakes on the Qinghai-Tibet Plateau using nonlocal active contours in Chinese GaoFen-2 multispectral imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(5): 1687-1700.

    [19] [19] LI C M, XU CH Y, GUI CH F, et al.. Distance regularized level set evolution and its application to image segmentation[J]. IEEE Transactions on Image Processing, 2010, 19(12): 3243-3254.

    [20] [20] ALIREZA. K-means, mean-shift and normalized-cut segmentation[EB/OL]. (2015-08-27). http://cn.mathworks.com/matlabcentral/fileexchange/52698-k-means-mean-shift-and-normalized-cut-segmentation.

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    WANG Yu, WANG Bao-shan, WANG Tian, YANG Yi. Image entropy active contour models towards water area segmentation in remote sensing image[J]. Optics and Precision Engineering, 2018, 26(3): 698

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    Paper Information

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    Received: Jun. 23, 2017

    Accepted: --

    Published Online: Apr. 25, 2018

    The Author Email:

    DOI:10.3788/ope.20182603.0698

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