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Articles

SAR Imagery Classification using Multi-class Support Vector Machines

Pages 1865-1872 | Published online: 03 Apr 2012

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Yuan Zhang, Cuizhen Wang, Xia Chen & Shiliang Su. (2011) Support vector machine approach to identifying buildings using multi-temporal ALOS/PALSAR data. International Journal of Remote Sensing 32:22, pages 7163-7177.
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Yuan Zhang, Cuizhen Wang, Jiaping Wu, Jiaguo Qi & WilliamA. Salas. (2009) Mapping paddy rice with multitemporal ALOS/PALSAR imagery in southeast China. International Journal of Remote Sensing 30:23, pages 6301-6315.
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Vincenzo Barrile, Silvia Simonetti, Rocco Citroni, Antonino Fotia & Giuliana Bilotta. (2022) Experimenting Agriculture 4.0 with Sensors: A Data Fusion Approach between Remote Sensing, UAVs and Self-Driving Tractors. Sensors 22:20, pages 7910.
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Rajat Garg, Anil Kumar, Manish Prateek, Kamal Pandey & Shashi Kumar. (2022) Land cover classification of spaceborne multifrequency SAR and optical multispectral data using machine learning. Advances in Space Research 69:4, pages 1726-1742.
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Hee Young Yoo, No-Wook Park, Sukyoung Hong, Kyungdo Lee & Yeseul Kim. (2015) Classification of Multi-temporal SAR Data by Using Data Transform Based Features and Multiple Classifiers. Korean Journal of Remote Sensing 31:3, pages 205-214.
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Hee Young Yoo, No-Wook Park, Sukyoung Hong, Kyungdo Lee & Yihyun Kim. (2013) Feature Extraction and Classification of Multi-temporal SAR Data Using 3D Wavelet Transform. Korean Journal of Remote Sensing 29:5, pages 569-579.
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Z. Zheng, X. Chen & K. Huang. (2011) Application of support vector machines to the antenna design. International Journal of RF and Microwave Computer-Aided Engineering 21:1, pages 85-90.
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Hu De-yong, Li Xiao-juan, Zhao Wen-ji & Gong Hui-li. (2008) Texture Analysis and its Application for Single-Band SAR Thematic Information Extraction. Texture Analysis and its Application for Single-Band SAR Thematic Information Extraction.
Giovanni Angiulli, Domenico De Carlo, Giandomenico Amendola, Emilio Arnieri & Sandra Costanzo. (2008) SUPPORT VECTOR REGRESSION MACHINES TO EVALUATE RESONANT FREQUENCY OF ELLIPTIC SUBSTRATE INTEGRATE WAVEGUIDE RESONATORS. Progress In Electromagnetics Research 83, pages 107-118.
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G. Angiulli, M. Cacciola & M. Versaci. (2007) Microwave Devices and Antennas Modelling by Support Vector Regression Machines. IEEE Transactions on Magnetics 43:4, pages 1589-1592.
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Chue-Poh Tan, Jun-Yi Koay, Ka-Sing Lim, Hong-Tat Ewe & Hean-Teik Chuah. (2007) CLASSIFICATION OF MULTI-TEMPORAL SAR IMAGES FOR RICE CROPS USING COMBINED ENTROPY DECOMPOSITION AND SUPPORT VECTOR MACHINE TECHNIQUE. Progress In Electromagnetics Research 71, pages 19-39.
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Seif El-Dawlatly, Hossam Osman & Hussein Shahein. (2006) SVM Enhancement with Application to SAR Imagery Classification. SVM Enhancement with Application to SAR Imagery Classification.
G. Angiulli, M. Cacciola & M. Versaci. (2006) Microwave Devices and Antennas Modelling by Support Vector Regression Machines. Microwave Devices and Antennas Modelling by Support Vector Regression Machines.

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