IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - July 25 - 30, 2010 - Honolulu, Hawaii, USA

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TU3.L06: Kernel methods and Manifold Learning

Session Type: Oral
Time: Tuesday, July 27, 13:35 - 15:15
Location: South Pacific 4
Session Chairs: Bor-Chen Kuo, National Taichung University and Devis Tuia, University of Lausanne
 
  TU3.L06.1: MODEL-BASED ACTIVE LEARNING FOR SVM CLASSIFICATION OF REMOTE SENSING IMAGES
         Edoardo Pasolli; University of Trento
         Farid Melgani; University of Trento
 
  TU3.L06.2: ANOMALY DETECTION FOR HYPERSPECTRAL IMAGES USING LOCAL TANGENT SPACE ALIGNMENT
         Li Ma; Purdue University
         Melba Crawford; Purdue University
         Jinwen Tian; Huazhong University of Science and Technology
 
  TU3.L06.3: ESTIMATING BIOPHYSICAL VARIABLE DEPENDENCES WITH KERNELS
         Gustavo Camps-Valls; Universitat de València
         Devis Tuia; University of Lausanne
         Valero Laparra; Universitat de València
         Jesús Malo; Universitat de València
 
  TU3.L06.4: SPATIAL INFORMATION BASED SUPPORT VECTOR MACHINE FOR HYPERSPECTRAL IMAGE CLASSIFICATION
         Bor-Chen Kuo; National Taichung University
         Chih-Sheng Huang; National Taichung University
         Chih-Cheng Hung; Southern Polytechnic State University
         Yu-Lung Liu; Asia University
         I-Ling Chen; National Taichung University
 
  TU3.L06.5: AN AUTOMATIC METHOD FOR SELECTING THE PARAMETER OF THE RBF KERNEL FUNCTION TO SUPPORT VECTOR MACHINES
         Cheng-Hsuan Li; National Chiao-Tung University
         Chin-Teng Lin; National Chiao-Tung University
         Bor-Chen Kuo; National Taichung University
         Hui-Shan Chu; National Taichung University
 

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