FR4.L1: Deep Learning using Hyperspectral and SAR Imagery |
| Session Type: Oral |
| Time: Friday, July 28, 15:50 - 17:30 |
| Location: Ballroom B |
| Session Chairs: Emmanuel Maggiori, Inria Sophia Antipolis-Méditerranée and Yuliya Tarabalka, Inria Sophia Antipolis-Méditerranée |
| 15:50 - 16:10 |
| FR4.L1.1: TRANSFERRED DEEP LEARNING FOR HYPERSPECTRAL TARGET DETECTION |
| Wei Li; Beijing University of Chemical Technology |
| Guodong Wu; Beijing University of Chemical Technology |
| Qian Du; Mississippi State University |
| 16:10 - 16:30 |
| FR4.L1.2: FULLY CONV-DECONV NETWORK FOR UNSUPERVISED SPECTRAL-SPATIAL FEATURE EXTRACTION OF HYPERSPECTRAL IMAGERY VIA RESIDUAL LEARNING |
| Lichao Mou; German Aerospace Center; Technical University of Munich |
| Pedram Ghamisi; German Aerospace Center; Technical University of Munich |
| Xiao Xiang Zhu; German Aerospace Center; Technical University of Munich |
| 16:30 - 16:50 |
| FR4.L1.3: HYPERSPECTRAL DATA CLASSIFICATION USING CONVOLUTIONAL RECURRENT NEURAL NETWORKS |
| Hao Wu; University of Hosuton |
| Saurabh Prasad; University of Hosuton |
| 16:50 - 17:10 |
| FR4.L1.4: UNMIXING IN THE PRESENCE OF NUISANCES WITH DEEP GENERATIVE MODELS |
| Mario Parente; University of Massachusetts Amherst |
| Ian Gemp; University of Massachusetts Amherst |
| Ishan Durugkar; University of Massachusetts Amherst |
| 17:10 - 17:30 |
| FR4.L1.5: A NOVEL CHANGE DETECTION FRAMEWORK BASED ON DEEP LEARNING FOR THE ANALYSIS OF MULTI-TEMPORAL POLARIMETRIC SAR IMAGES |
| Shaunak De; Indian Institute of Technology Bombay |
| Davide Pirrone; Fondazione Bruno Kessler |
| Francesca Bovolo; Fondazione Bruno Kessler |
| Lorenzo Bruzzone; University of Trento |
| Avik Bhattacharya; Indian Institute of Technology Bombay |
