WE3.L1: Deep and Convolutional Neural Networks |
| Session Type: Oral |
| Time: Wednesday, July 26, 13:40 - 15:20 |
| Location: Ballroom B |
| Session Chairs: Gustau Camps-Valls, Universitat de València, Claudio Persello, University of Twente and Wendi Pan, University of Alabama in Huntsville |
| 13:40 - 14:00 |
| WE3.L1.1: CLASSIFICATION OF MULTITEMPORAL SAR IMAGES USING CONVOLUTIONAL NEURAL NETWORKS AND MARKOV RANDOM FIELDS |
| Carolyne Danilla; University of Twente |
| Claudio Persello; University of Twente |
| Valentyn Tolpekin; University of Twente |
| John Ray Bergado; University of Twente |
| 14:00 - 14:20 |
| WE3.L1.2: HYPERSPECTRAL IMAGES CLASSIFICATION WITH HYBRID DEEP RESIDUAL NETWORK |
| Weiwei Song; Hunan University |
| Shutao Li; Hunan University |
| Yi Li; Hunan University |
| 14:20 - 14:40 |
| WE3.L1.3: GOLOMB-RICE CODING PARAMETER LEARNING USING DEEP BELIEF NETWORK FOR HYPERSPECTRAL IMAGE COMPRESSION |
| Hongda Shen; University of Alabama in Huntsville |
| David Pan; University of Alabama in Huntsville |
| Yuhang Dong; University of Alabama in Huntsville |
| Zhuocheng Jiang; University of Alabama in Huntsville |
| 14:40 - 15:00 |
| WE3.L1.4: REAL-TIME SCENE UNDERSTANDING FOR UAV IMAGERY BASED ON DEEP CONVOLUTIONAL NEURAL NETWORKS |
| Clay Sheppard; Texas A&M University-Corpus Christi |
| Maryam Rahnemoonfar; Texas A&M University-Corpus Christi |
| 15:00 - 15:20 |
| WE3.L1.5: MULTICORE IMPLEMENTATION OF THE MULTI-SCALE ADAPTIVE DEEP PYRAMID MATCHING MODEL FOR REMOTELY SENSED IMAGE CLASSIFICATION |
| Mercedes Eugenia Paoletti; University of Extremadura |
| Juan Mario Haut; University of Extremadura |
| Javier Plaza; University of Extremadura |
| Antonio Plaza; University of Extremadura |
| Qingshan Liu; Nanjing University of Information Science and Technology |
| Renlong Hang; Nanjing University of Information Science and Technology |
