TH3.L5: Estimation and Regression Techniques I |
| Session Type: Oral |
| Time: Thursday, July 27, 13:40 - 15:20 |
| Location: Room 203 BC |
| Session Chairs: Gustau Camps-Valls, Universitat de València, James Theiler, Los Alamos National Laboratory and Gabriel Martín Hernandez, Instituto de Telecomunicaçoes |
| 13:40 - 14:00 |
| TH3.L5.1: JOINT GAUSSIAN PROCESSES FOR INVERSE MODELING |
| Daniel Heestermans Svendsen; University of Valencia |
| Luca Martino; University of Valencia |
| Manuel Campos-Taberner; University of Valencia |
| Gustau Camps-Valls; University of Valencia |
| 14:00 - 14:20 |
| TH3.L5.2: SEGMENTED REGRESSION FOR SPATIO-SPECTRAL BACKGROUND ESTIMATION |
| James Theiler; Los Alamos National Laboratory |
| Amanda Ziemann; Los Alamos National Laboratory |
| 14:20 - 14:40 |
| TH3.L5.3: SPATIAL-SPECTRAL HYPERSPECTRAL IMAGE COMPRESSIVE SENSING |
| Gabriel Martín; Instituto de Telecomunicações |
| José Manuel Bioucas-Dias; Instituto de Telecomunicações |
| 14:40 - 15:00 |
| TH3.L5.4: MULTIPLE OUTPUT GAUSSIAN PROCESS REGRESSION ALGORITHM FOR MULTI-FREQUENCY SCATTERED DATA INTERPOLATION |
| Weitong Ruan; Tufts University |
| Adam Milstein; Massachusetts Institute of Technology Lincoln Laboratory |
| William Blackwell; Massachusetts Institute of Technology Lincoln Laboratory |
| Eric Miller; Tufts University |
| 15:00 - 15:20 |
| TH3.L5.5: MICROWAVE COVARIATION MODELING AND RETRIEVAL FOR THE DUAL-FREQUENCY ACTIVE-PASSIVE COMBINATION OF SENTINEL-1 AND SMAP |
| Thomas Jagdhuber; German Aerospace Center (DLR) |
| Dara Entekhabi; Massachusetts Institute of Technology |
| Narendra N Das; Jet Propulsion Laboratory |
| Moritz Link; German Aerospace Center (DLR) |
| Carsten Montzka; Research Centre Jülich |
| Seungbum Kim; Jet Propulsion Laboratory |
| Simon Yueh; Jet Propulsion Laboratory |
