| Session Title | THP1.PT: Big Data and Machine Learning - New Trends in Remote Sensing I |
|---|---|
| Presentation Mode | Poster |
| Session Time | Thursday, 01 August, 09:40 - 10:40 |
| Location | Room 503: Poster Area T |
| Session Chair | Mesay Belete Bejiga, University of Trento |
| THP1.PT.1: EXTRACTING HIGH-VOLUME TRAFFIC ROUTES FROM AIS SPATIAL DISTRIBUTION MAPS |
| Trienko Grobler; Stellenbosch University |
| Waldo Kleynhans; University of Pretoria |
| THP1.PT.2: REMOTE SENSING SATELLITE JITTER DETECTION BASED ON IMAGE REGISTRATION AND CONVOLUTIONAL NEURAL NETWORK FUSION |
| Zhaoxiang Zhang; University of Tokyo |
| Akira Iwasaki; University of Tokyo |
| Guodong Xu; Harbin Institute of Technology |
| THP1.PT.3: MULTI-SCALE CROPPING MECHANISM FOR REMOTE SENSING IMAGE CAPTIONING |
| Xueting Zhang; Northwestern Polytechnical University |
| Qi Wang; Northwestern Polytechnical University |
| Shangdong Chen; Northwest University |
| Xuelong Li; Northwestern Polytechnical University |
| THP1.PT.4: MACHINE LEARNING LIFECYCLE FOR EARTH SCIENCE APPLICATION: A PRACTICAL INSIGHT INTO PRODUCTION DEPLOYMENT |
| Manil Maskey; NASA Marshall Space Flight Center |
| Rahul Ramachandran; NASA Marshall Space Flight Center |
| Iksha Gurung; University of Alabama Huntsville |
| Brian Freitag; University of Alabama Huntsville |
| Jeffrey Miller; University of Alabama Huntsville |
| Muthukumaran Ramasubramanian; University of Alabama Huntsville |
| Drew Bollinger; Development Seed |
| Ricardo Mestre; Development Seed |
| Daniel Cecil; NASA Marshall Space Flight Center |
| Andrew Molthan; NASA Marshall Space Flight Center |
| Christopher Hain; NASA Marshall Space Flight Center |
| THP1.PT.5: BUILDING TYPE CLASSIFICATION FROM SOCIAL MEDIA TEXTS VIA GEO-SPATIAL TEXTMINING |
| Matthias Häberle; Technical University of Munich (TUM) |
| Martin Werner; German Aerospace Center (DLR) |
| Xiao Xiang Zhu; German Aerospace Center (DLR) |
| THP1.PT.6: FUNDAMENTAL MATRIX ESTIMATION FROM STEREO CORRESPONDENCES USING MULTI-OBJECTIVE PARTICLE SWARM OPTIMIZATION APPROACH |
| Manimala Mahato; Indian Institute of Technology Bombay |
| Shirishkumar Gedam; Indian Institute of Technology Bombay |
| Krishna Mohan Buddhiraju; Indian Institute of Technology Bombay |
| THP1.PT.7: A MULTI-TASK ARCHITECTURE FOR REMOTE SENSING BY JOINT SCENE CLASSIFICATION AND IMAGE QUALITY ASSESSMENT |
| Cong Zhang; Northwestern Polytechnical University |
| Qi Wang; Northwestern Polytechnical University |
| Xuelong Li; Northwestern Polytechnical University |
| THP1.PT.8: SEA SURFACE DYNAMICS RECONSTRUCTION USING NEURAL NETWORKS BASED KALMAN FILTER |
| Said Ouala; IMT-Atlantique/LAB-STICC |
| Ronan Fablet; IMT-Atlantique/LAB-STICC |
| Cédric Herzet; IMT-Atlantique/INRIA Bretagne-Atlantique |
| Lucas Drumetz; IMT-Atlantique/LAB-STICC |
| Bertrand Chapron; Ifremer |
| Ananda Pascual; IMEDEA |
| Fabrice Collard; OceanDataLab |
| Lucile Gaultier; OceanDataLab |
| THP1.PT.9: LEVERAGING STARE FOR CO-ALIGNED DATA LOCALITY WITH NETCDF AND PYTHON MPI |
| Kwo-Sen Kuo; NASA Goddard Space Flight Center |
| Hongfeng Yu; University of Nebraska Lincoln |
| Yu Pan; University of Nebraska Lincoln |
| Michael Rilee; NASA Goddard Space Flight Center |
| THP1.PT.10: EXPLORATORY SEARCH METHODOLOGY FOR SENTINEL 2 DATA: A PROSPECT OF BOTH VISUAL AND LATENT CHARACTERISTICS. |
| Corina Vaduva; University Politehnica of Bucharest |
| Florin Andrei Georgescu; University Politehnica of Bucharest |
| Andreea Griparis; University Politehnica of Bucharest |
| Iulia Neagoe; University Politehnica of Bucharest |
| Alexandru Cosmin Grivei; University Politehnica of Bucharest |
| Mihai Datcu; University Politehnica of Bucharest |
| THP1.PT.11: RESEARCH ON RESOURCE ALLOCATION METHOD OF THE SIN BASED ON SDN |
| Xiangli Meng; Space Engineering University |
| Lingda Wu; Space Engineering University |
| Jiao Jiao; Space Engineering University |
| Xiangwu Gong; Space Engineering University |
| THP1.PT.12: THE USE OF MASSIVE DEFORMATION DATASETS FOR THE ANALYSIS OF SPATIAL AND TEMPORAL EVOLUTION OF MAUNA LOA VOLCANO (HAWAI’I) |
| Susi Pepe; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Luca D'Auria; Istituto Volcanòlogico de Canarias, Tenerife |
| Raffaele Castaldo; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Francesco Casu; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Claudio De luca; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Vincenzo De Novellis; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Eugenio Sansosti; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Giuseppe Solaro; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |
| Pietro Tizzani; IREA-CNR Institute for Remote Sensing of Environment (IREA), National Research Council (CNR) |