MO2.R16.10

SHIP DETECTION ON SINGLE-BAND GRAYSCALE IMAGERY USING DEEP LEARNING AND AIS SIGNAL MATCHING USING NON-RIGID TRANSFORMATIONS

Patrick Talon, Juan Ignacio Bravo Pérez-Villar, Deimos Space UK Ltd., United Kingdom; Anneley Hadland, ESRI UK, United Kingdom; Nina Sofia Wyniawskyj, David Petit, Deimos Space UK Ltd., United Kingdom; Mark Wilson, BMT SCD, United Kingdom

Session:
Image and Data Fusion I

Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Presentation Time:
Mon, 28 Sep, 16:00-16:10 (UTC)
Tue, 29 Sep, 00:00-00:10 China Standard Time (UTC +8)
Mon, 28 Sep, 18:00-18:10 Central Europe Summer Time (UTC +2)
Mon, 28 Sep, 09:00-09:10 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Sébastien Lefèvre, IRISA and Mauro Dalla mura, Univ. Grenoble Alpes
Session Managers:
Pooja Shah and Rajat Shinde

Presentation

Discussion

Resources

Session

MO2.R16.1: Integrating time-series and high-spatial remote sensing data based on multilevel decision fusion
Xudong Guan, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, China; Chong Huang, Gaohuan Liu, Qingsheng Liu, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China
MO2.R16.2: PAN-SHARPENING WITH A CNN-BASED TWO STAGE RATIO ENHANCEMENT METHOD
Huanyu Zhou, Qingjie Liu, Beihang University, China; Qizhi Xu, Beijing University of Chemical Technology, China; Yunhong Wang, Beihang University, China
MO2.R16.3: A NO-REFERENCE SUPER RESOLUTION FOR SATELLITE IMAGE QUALITY ENHANCEMENT FOR KOMPSAT-3
Yeonju Choi, Korea Aerospace Research Institute, Korea (South); Yongwoo Kim, Sangmyung University, Korea (South)
MO2.R16.4: MULTISCALE INFRARED AND VISIBLE IMAGE FUSION BASED ON PHASE CONGRUENCY AND SALIENCY
Jun Chen, Kangle Wu, Linbo Luo, Xiaoqiang Chen, Yue Gu, China University of Geosciences, China; Xin Tian, Wuhan University, China
MO2.R16.5: AUTOMATIC FINE ALIGNMENT OF MULTISPECTRAL AND PANCHROMATIC IMAGES
Alberto Arienzo, Luciano Alparone, University of Florence, Italy; Bruno Aiazzi, CNR - National Research Council, Italy; Andrea Garzelli, University of Siena, Italy
MO2.R16.6: SPATIO-TEMPORAL FUSION OF NIGHT-TIME LIGHT IMAGES WITH DEEP LEARNING
Peng Liu, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Wei Shan, Yanshan University, China; Lei Li, University of Chinese Academy of Sciences, China; Lajiao Chen, Yan Ma, Lingjun Zhao, Aerospace Information Research Institute, Chinese Academy of Sciences, China
MO2.R16.7: Evaluation of Spatiotemporal Fusion Models In Land Surface Temperature Using Polar-orbiting and Geostationary Satellite Data
Yitao Li, Hua Wu, Chinese Academy of Sciences, China; Zhao-Liang Li, Sibo Duan, Institute of Agricultural Resources and Regional Planning, China; Li Ni, Chinese Academy of Sciences, China
MO2.R16.8: OPTIMIZATION OF DSM PRODUCT GENERATION OF ZY-3 SATELLITE IMAGES BASED ON IMAGE FREQUENCY-DOMAIN FUSION AND FILTERING
Shuying Peng, Fang Huang, Jun Lu, Bo Tie, Yinjie Chen, University of Electronic Science and Technology of China, China
MO2.R16.9: INTERPOLATION OF GEOCHEMICAL DATA WITH ASTER IMAGES BASED ON ALEXNET CONVOLUTION NEURAL NETWORK
Shi Bai, Jie Zhao, China University of Geosciences (Beijing), China
MO2.R16.10: SHIP DETECTION ON SINGLE-BAND GRAYSCALE IMAGERY USING DEEP LEARNING AND AIS SIGNAL MATCHING USING NON-RIGID TRANSFORMATIONS
Patrick Talon, Juan Ignacio Bravo Pérez-Villar, Deimos Space UK Ltd., United Kingdom; Anneley Hadland, ESRI UK, United Kingdom; Nina Sofia Wyniawskyj, David Petit, Deimos Space UK Ltd., United Kingdom; Mark Wilson, BMT SCD, United Kingdom
MO2.R16.11: ADAPTIVE-WEIGHT FUSION NETWORK FOR LAND COVER CLASSIFICATION USING HETEROGENEOUS REMOTE SENSING IMAGES
Xiao Li, Lin Lei, Yuli Sun, Gangyao Kuang, National University of Defense Technology, China