TH3.R10: Geographic Information Science IV |
| Session Type: Oral |
| Time: Thursday, July 26, 14:10 - 15:50 |
| Location: Room 2G-2H |
| Session Chairs: Xiaoxiang Zhu, German Aerospace Center (DLR) and Technische Universitaet Muenchen (TUM) and Yuliya Tarabalka, Inria Sophia Antipolis-Méditerranée |
| 14:10 - 14:30 |
| TH3.R10.1: POLYGONIZATION OF BINARY CLASSIFICATION MAPS USING MESH APPROXIMATION WITH RIGHT ANGLE REGULARITY |
| Onur Tasar; INRIA |
| Emmanuel Maggiori; INRIA |
| Pierre Alliez; INRIA |
| Yuliya Tarabalka; INRIA |
| 14:30 - 14:50 |
| TH3.R10.2: CLASSIFICATION OF SETTLEMENT TYPES FROM TWEETS USING LDA AND LSTM |
| Rong Huang; Technical University of Munich (TUM) / German Aerospace Center (DLR) |
| Hannes Taubenböck; German Aerospace Center (DLR) |
| Lichao Mou; Technical University of Munich (TUM) / German Aerospace Center (DLR) |
| Xiao Xiang Zhu; Technical University of Munich (TUM) / German Aerospace Center (DLR) |
| 14:50 - 15:10 |
| TH3.R10.3: A COMPARISON OF MACHINE LEARNING TECHNIQUES TO EXTRACT HUMAN SETTLEMENTS FROM HIGH RESOLUTION IMAGERY |
| Jeanette Weaver; Oak Ridge National Laboratory |
| Brian Moore; Oak Ridge National Laboratory |
| Andrew Reith; Oak Ridge National Laboratory |
| Jacob McKee; Oak Ridge National Laboratory |
| Dalton Lunga; Oak Ridge National Laboratory |
| 15:10 - 15:30 |
| TH3.R10.4: VIRTUALOT - A FRAMEWORK ENABLING REAL-TIME COORDINATE TRANSFORMATION & OCCLUSION SENSITIVE TRACKING USING UAS PRODUCTS, DEEP LEARNING OBJECT DETECTION & TRADITIONAL OBJECT TRACKING TECHNIQUES |
| Bradley J. Koskowich; Texas A&M University-Corpus Christi |
| Maryam Rahnemoonfar; Texas A&M University-Corpus Christi |
| Michael Starek; Texas A&M University-Corpus Christi |
| 15:30 - 15:50 |
| TH3.R10.5: CLASSIFYING TERRESTRIAL BASED FOREST PHOTOGRAPHY WITH GEOGRAPHIC INFORMATION SYSTEMS TO MODEL SIGNAL LOSS |
| William Wright; United States Military Academy |
| Benjamin Wilkinson; University of Florida |
| Wendell Cropper; University of Florida |
| Christopher Oxendine; United States Military Academy |
