TUP2.PS: Big Machine Learning I |
| Session Type: Poster |
| Time: Tuesday, July 24, 15:50 - 16:50 |
| Location: Poster Area S |
| Session Chairs: Yuliya Tarabalka, Inria Sophia Antipolis-Méditerranée and Mathieu Fauvel, National Polytechnic Institute of Toulouse |
| TUP2.PS.1: TOWARDS INTERNET OF THINGS BASED APPROACH FOR USING ARCHIVES OF EARTH OBSERVATION FOR CROP WATER MANAGEMENT IN SEMI-ARID AREAS |
| Suryakant Sawant; TCS Innovation Labs, Tata Consultancy Services |
| Jayant Mohite; TCS Innovation Labs, Tata Consultancy Services |
| TUP2.PS.2: TOWARD THE USE OF DEEP LEARNING FOR TOPOGRAPHIC FEATURE EXTRACTION FROM HIGH RESOLUTION OPTICAL SATELLITE IMAGERY |
| Jean-Samuel Proulx-Bourque; Canada Center for Mapping and Earth Observation |
| Mathieu Turgeon-Pelchat; Canada Center for Mapping and Earth Observation |
| TUP2.PS.3: DEEP LEARNING NEURAL NETWORKS FOR LAND USE LAND COVER MAPPING |
| Christopher Storie; The University of Winnipeg |
| Christopher Henry; The University of Winnipeg |
| TUP2.PS.4: DEEP HYBRID WAVELET NETWORK FOR ICE BOUNDARY DETECTION IN RADAR IMAGERY |
| Hamid Kamangir; Texas A&M University-Corpus Christi |
| Maryam Rahnemoonfar; Texas A&M University-Corpus Christi |
| Dugan Dobbs; Texas A&M University-Corpus Christi |
| John Paden; Texas A&M University-Corpus Christi |
| Geoffrey Fox; Texas A&M University-Corpus Christi |
| TUP2.PS.5: EXTRACTION AND CLASSIFICATION OF ROOF LINEAR ELEMENTS BASED ON CONVOLUTIONAL AUTO ENCODER NETWORKS |
| Fatemeh Alidoost; University of Tehran |
| Hossein Arefi; University of Tehran |
| TUP2.PS.6: TOWARDS REGISTRATION OF SATELLITE IMAGES USING DEEP CONVOLUTIONAL NEURAL NETWORK |
| Prajowal Manandhar; Masdar Institute |
| Prashanth Marpu; Masdar Institute |
| Zeyar Aung; Masdar Institute |
| TUP2.PS.7: BUILDING DETECTION AND SEGMENTATION USING A CNN WITH AUTOMATICALLY GENERATED TRAINING DATA |
| Xiangyu Zhuo; German Aerospace Center (DLR) |
| Friedrich Fraundorfer; Graz University of Technology |
| Franz Kurz; German Aerospace Center (DLR) |
| Peter Reinartz; German Aerospace Center (DLR) |
