Acta Optica Sinica, Volume. 38, Issue 6, 0628002(2018)

River Detection in Remote Sensing Images Based on Multi-Feature Fusion and Soft Voting

Qingchun Zhang, Guofeng Tong*, Yong Li, Liwei Gao, and Huairong Chen
Author Affiliations
  • College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning 110819, China
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    References(14)

    [1] Guan W J, Cao B, Wang X Y et al. Comparison of river information extraction methods[J]. Yellow River, 39, 52-55(2017).

    [2] Fan L H, Lü J W, Deng J S. Classification of hyperspectral remote sensing images based on bands grouping and classification ensembles[J]. Acta Optica Sinica, 34, 0910002(2014).

    [3] Wen J. Research on extraction of roads and rivers from high-resolution SAR image[D]. Changsha: Changsha University of Science & Technology, 1-5(2015).

    [4] Zhu L N, Zhang J Q, Pa L. River change detection based on remote sensing image and vector. C]. Proceedings of the First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS '06), 188-191(2006).

    [5] Hu Z L, Sun J P, Yuan Y N et al. River detection in SAR images based on edge extraction in wavelet domain and ridge tracing technique[J]. Journal of Electronics & Information Technology, 29, 524-527(2007).

    [6] Chen A J. Rapid detection of large rivers in high resolution satellite images: volume 3. C]. Proceedings of 2010 International Conference on Remote Sensing (ICRS 2010), 322-325(2010).

    [7] Yu X S, Wu C D, Chen D Y et al. River detection in remote sensing image based on multi-feature fusion[J]. Journal of Northeastern University Natural Science, 33, 1547-1550(2012).

    [8] Su L, Wu J J, Pang D. Panoramic sea-sky-line detection based on improved active contour model[J]. Acta Optica Sinica, 36, 1115003(2016).

    [9] Zhou B Y, Zhao H W, Xiao Y et al. Image feature description method based on local entropy[J]. Journal of Jilin University Engineering and Technology Edition, 47, 601-608(2017).

    [10] Tong G F, Li Y, Liu N et al. Mixed feature extraction and matching for large affine scene[J]. Acta Optica Sinica, 37, 1115003(2017).

    [11] Qiao Z J. Texture image retrieval based on Gabor wavelet transform[D]. Changsha: Changsha University of Science & Technology, 25-31(2006).

    [13] Zhang C C. LIBSVM: a library for support vector machines[J]. ACM Transactions on Intelligent Systems and Technology, 2, 27(2011).

    [14] Li C M, Xu C Y, Gui C F et al. Level set evolution without re-initialization: a new variational formulation[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 8588904(2005).

    CLP Journals

    [1] Qiuhan Jin, Yangping Wang, Jingyu Yang. Remote Sensing Image Change Detection Based on Density Attraction and Multi-Scale and Multi-Feature Fusion[J]. Laser & Optoelectronics Progress, 2019, 56(12): 121003

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    Qingchun Zhang, Guofeng Tong, Yong Li, Liwei Gao, Huairong Chen. River Detection in Remote Sensing Images Based on Multi-Feature Fusion and Soft Voting[J]. Acta Optica Sinica, 2018, 38(6): 0628002

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Dec. 3, 2017

    Accepted: --

    Published Online: Jul. 9, 2018

    The Author Email: Tong Guofeng (tongguofeng@ise.neu.edu.cn)

    DOI:10.3788/AOS201838.0628002

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