TU1.R12: Change Detection in Optical Images

Tue, 29 Sep, 12:00 - 14:00 (UTC)
Tue, 29 Sep, 20:00 - 22:00 China Standard Time (UTC +8)
Tue, 29 Sep, 14:00 - 16:00 Central Europe Summer Time (UTC +2)
Tue, 29 Sep, 05:00 - 07:00 Pacific Daylight Time (UTC -7)
Session Co-Chairs: Gabriele Moser, University of Genoa and Batuhan Osmanoglu, NASA Goddard Space Flight Center
Session Manager: Joy Etari Ebijuoworih
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
12:00-12:10 (UTC)
20:00-20:10 (UTC +8)
14:00-14:10 (UTC +2)
05:00-05:10 (UTC -7)

TU1.R12.1: AN END-TO-END DEEP LEARNING CHANGE DETECTION FRAMEWORK FOR REMOTE SENSING IMAGES

Yi Yang, Haiyan Gu, Yanshun Han, Haitao Li, Chinese Academy of Surveying and Mapping, China
12:10-12:20 (UTC)
20:10-20:20 (UTC +8)
14:10-14:20 (UTC +2)
05:10-05:20 (UTC -7)

TU1.R12.2: CHANGEMASK: LEARNING PERMUTATION-INVARIANT REPRESENTATION FOR END-TO-END LULC/LAND-COVER MAPPING AND CHANGE DETECTION

Zhuo Zheng, Yanfei Zhong, Ailong Ma, Wuhan University, China
12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

TU1.R12.3: A MULTI-SCALE AND MULTI-TEMPORAL HYPERSPECTRAL TARGET DETECTION EXPERIMENT — FROM DESIGN TO FIRST RESULTS

Marius Vögtli, University of Zurich, Switzerland; Simon Schreiner, Fraunhofer IOSB - Institute of Optronics, System Technologies and Image Exploitation, Germany; Jonas Böhler, University of Zurich, Switzerland; Wolfgang Gross, Jannick Kuester, Jonas Mispelhorn, Fraunhofer IOSB - Institute of Optronics, System Technologies and Image Exploitation, Germany; Andreas Hueni, University of Zurich, Switzerland; Wolfgang Middelmann, Fraunhofer IOSB - Institute of Optronics, System Technologies and Image Exploitation, Germany; Mathias Kneubühler, University of Zurich, Switzerland
12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

TU1.R12.4: CHANGE DETECTION IN WIND-STORM DAMAGED FOREST USING RANDOM FORESTS AND ENSEMBLE MARGIN

Wei Feng, Xidian University, China; Samia Boukir, Bordeaux INP, France
12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

TU1.R12.5: ASSESSING MORPHOLOGICAL CHANGES OF MEANDERING RIVERS USING UNMANNED AERIAL VEHICLES

Orkan Özcan, Istanbul Technical University, Turkey; Semih Sami Akay, Yildiz Technical University, Turkey
12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

TU1.R12.6: BUILDING CHANGE DETECTION USING MODIFIED SIAMESE NEURAL NETWORKS

Sol Cummings, Sho Nakamura, Yasunobu Shimazaki, PASCO Corporation, Japan
13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

TU1.R12.7: CSDN: A CROSS SPATIAL DIFFERENCE NETWORK FOR SEMANTIC CHANGE DETECTION IN REMOTE SENSING IMAGES

Kunping Yang, Zicheng Liu, Gui-Song Xia, Liangpei Zhang, State Key Laboratory of LIESMARS, Wuhan University, China
13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

TU1.R12.8: HETEROGENEOUS CHANGE DETECTION WITH SELF-SUPERVISED DEEP CANONICALLY CORRELATED AUTOENCODERS

Federico Figari Tomenotti, University of Genoa, Italy; Luigi Tommaso Luppino, Mads Adrian Hansen, UiT The Arctic University of Norway, Norway; Gabriele Moser, University of Genoa, Italy; Stian Normann Anfinsen, UiT The Arctic University of Norway, Norway
13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

TU1.R12.9: GENERATING FLOOD PROBABILITY MAP BASED ON COMBINED USE OF SYNTHETIC APERTURE RADAR AND OPTICAL IMAGERY

MinJeong Jo, USRA/NASA-GSFC, United States; Batuhan Osmanoglu, NASA Goddard Space Flight Center, United States
13:30-13:40 (UTC)
21:30-21:40 (UTC +8)
15:30-15:40 (UTC +2)
06:30-06:40 (UTC -7)

TU1.R12.10: A NOVEL APPROACH TO UNSUPERVISED SEGMENTATION OF MULTITEMPORAL VHR IMAGES BASED ON DEEP LEARNING

Sudipan Saha, Fondazione Bruno Kessler, Italy; Lichao Mou, German Aerospace Center, Germany; Chunping Qiu, Technical University of Munich, Germany; Xiao Xiang Zhu, German Aerospace Center, Germany; Francesca Bovolo, Fondazione Bruno Kessler, Italy; Lorenzo Bruzzone, University of Trento, Italy
13:40-13:50 (UTC)
21:40-21:50 (UTC +8)
15:40-15:50 (UTC +2)
06:40-06:50 (UTC -7)

TU1.R12.11: SPARSE REPRESENTATION-BASED IMAGE FUSION FOR MULTI-SOURCE NDVI CHANGE DETECTION

Mengliang Zhang, Yuerong Chen, Song Li, Xin Tian, Electronic Information School, Wuhan University, China