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)