TU2.L1: Data Reduction Methods |
| Session Type: Oral |
| Time: Tuesday, July 25, 10:40 - 12:20 |
| Location: Ballroom B |
| Session Chairs: Farid Melgani, Univ. of Trento and Lefei Zhang, Wuhan University |
| 10:40 - 11:00 |
| TU2.L1.1: HASHED BINARY SEARCH SAMPLING FOR CONVOLUTIONAL NETWORK TRAINING WITH LARGE OVERHEAD IMAGE PATCHES |
| Dalton Lunga; Oak Ridge National Laboratory |
| Lexie Yang; Oak Ridge National Laboratory |
| Jiangye Yuan; Oak Ridge National Laboratory |
| Budhendra Bhaduri; Oak Ridge National Laboratory |
| 11:00 - 11:20 |
| TU2.L1.2: TENSOR LOCALITY PRESERVING PROJECTION FOR HYPERSPECTRAL IMAGE CLASSIFICATION |
| Yang-Jun Deng; Southwest Jiaotong University |
| Heng-Chao Li; Southwest Jiaotong University |
| Lei Pan; Southwest Jiaotong University |
| William J. Emery; University of Colorado Boulder |
| 11:20 - 11:40 |
| TU2.L1.3: TREE-BASED SUPERVISED FEATURE EXTRACTION METHOD BASED ON SELF-DUAL ATTRIBUTE PROFILES |
| Gabriele Cavallaro; Forschungszentrum Juelich |
| Mauro Dalla Mura; Grenoble Institute of Technology |
| Morris Riedel; Forschungszentrum Juelich |
| Jón Atli Benediktsson; University of Iceland |
| 11:40 - 12:00 |
| TU2.L1.4: NON-NEGATIVE MATRIX FACTORIZATION WITH MIXTURE OF ITAKURA-SAITO DIVERGENCE FOR SAR IMAGES |
| Chi Liu; Ghent University |
| Wenzhi Liao; Ghent University |
| Heng-Chao Li; Southwest Jiaotong University |
| Wilfried Philips; Ghent University |
| 12:00 - 12:20 |
| TU2.L1.5: ONBOARD PAYLOAD-DATA DIMENSIONALITY REDUCTION |
| Miguel Penalver; University of Rome “Tor Vergata” |
| Fabio Del Frate; University of Rome “Tor Vergata” |
| Mercedes Eugenia Paoletti; University of Extremadura |
| Juan Mario Haut; University of Extremadura |
| Javier Plaza; University of Extremadura |
| Antonio Plaza; University of Extremadura |
