Coastline extraction using support vector machine from remote sensing image

Journal of Multimedia

Volumn 8, Issue 2, 2013, Pages 175-182

  Hannv, Zhang ^a,b   Qigang, Jiang ^a   Jiang, Xu ^b  

^a JILIN UNIVERSITY   (China)

^b Ministry of Natural Resources of the People's Republic of China   (China)

Author keywords

Coastline; GIS; Landsat7 ETM +; SVM

Indexed keywords

COASTLINE; COASTLINE EXTRACTION; GEOMETRIC CHARACTERISTICS; LANDSAT-7 ETM; REMOTE SENSING IMAGE CLASSIFICATION; REMOTE SENSING IMAGES; SVM; SVM CLASSIFICATION;

EXTRACTION; GEOGRAPHIC INFORMATION SYSTEMS; IMAGE CLASSIFICATION; IMAGE RECONSTRUCTION; LANDFORMS;

SUPPORT VECTOR MACHINES;

EID: 84876535859     PISSN: 17962048     EISSN: None     Source Type: Journal    
DOI: 10.4304/jmm.8.2.175-182     Document Type: Article

References (18)

1. Li Xiaojuan, Liu Xiaomeng compiled. ENVI Remote Sensing Image Processing Tutorial, China Environmental Science Press, 2007.
2. Vapnik V N. The nature of statistical learning theory [M]. New York: Springer-Verlag. 1995.
3. Dai Changda, Jiang Xiaoguang, Tang Lingli, etc. Application Processing and Analysis of Remote Sensing Image [M]. Beijing: Tsinghua University Press, 2004.
4. Lin Shengliang, Liu Zhi. Parameters Choice of Support Vector Machine based on RBF Kernel function, Zhejiang University of Technology, Vol. 35, No. 2, pp.163-167, 2007
5. John R. Jensen wrote, Chen Xiaoling, Gong Wei translated, Introduction of Remote Sensing Digital Image Processing [M]. Machinery Industry Press, 2007.
6. Guo Lijuan, Sun Shiyu, Duan Xiusheng. Research of Support Vector Machine and Kernel Function, Science, Technology and Engineering, Vol. 8, No. 2, pp.487-490, 2008
7. Deng Naiyang, Tian Yingjie. New Data Mining Method-Support Vector Machines [M] Beijing: Science Press, 2004.
8. Ding Haiyong, Bian Zhengfu. SVM Theory and Applications in Remote Sensing Image Processing, Computer Engineering and Design, Vol. 29, No. 5, pp. 1231-1234,2008
9. Corinna Cortes, V.Vapnik. Support-Vector Network, Machine Learning, No.20,pp.273-297,1995
10. Guo Jiachen, Zhang Hannv. Information Extraction Research of Forest Vegetation in Changbai Mountain Based on SVM Method, Forestry Science and Technology of Jilin, Vol.1,pp.14-17,2010
11. Yang Xiaomei, Zhou Chenghu, Du Yunyan, etc. Remote Sensing Integrated Technology of Coastal Zone and Case Study, Beijing: Ocean Press, 2005.
12. Zhao Chuanfeng, etc. Application of Support Vector Machines in small sample prediction, Surface Engineering of Oil and Gas Field, Vol.28,No. 2,pp.21-23, 2009
13. Yiran Wang, Bo Zhang, Shujian Li, Differential Coherent Algorithm for Interferometric Acquisition of GNSS-R Software Receiver, Journal of Networks,Vol.7, No.10, pp.1687-1695,2012
14. Jing Ma, Shuli Sun, Centralized Fusion Estimators for Multi-sensor Systems with Multiplicative Noises and Missing Measurements, Journal of Networks, pp.1538-1545,Vol.7,No.10,2012
15. Yongquan Cai, Zhanhai Luo, Yi Yang, Rational Multi-Secret Sharing Scheme Based On Bit Commitment Protocol, Journal of Networks,Vol.7,No.4.pp.738-745,2012
16. Lu Lou, Xin Xu, Zhili Chen, Performance Analysis of a Novel LBS Application Using MBMS&TPEG in 3G Mobile Networks, Journal of Networks, Vol. 7, No. 4, pp. 699-706, 2012
17. Min Zhao, Tao Zhang, Fangbin Ge, Zhijian Yuan, Robot Droid: A Lightweight Malware Detection Framework On Smartphones, Journal of Networks, Vol.7, No.4, pp.715-722,2012
18. Jun Chen, Yuesheng Gu, Yanpei Liu, Grid Service Concurrency Control Protocol, Journal of Networks,Vol.7, No. 4, pp.707-714,2012