TU1.R11.6

MULTISPECTRAL AND PANCHROMATIC IMAGE FUSION VIA CONVOLUTION SPARSE CODING WITH JOINT SPARSITY

Feng Zhang, Kai Zhang, State Key Laboratory of Geo-information Engineering, China

Session:
Data Fusion: Optical

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

Presentation Time:
Tue, 29 Sep, 12:50-13:00 (UTC)
Tue, 29 Sep, 20:50-21:00 China Standard Time (UTC +8)
Tue, 29 Sep, 14:50-15:00 Central Europe Summer Time (UTC +2)
Tue, 29 Sep, 05:50-06:00 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Gabriele Cavallaro, Forschungszentrum Jülich and Feng Xu, Fudan University
Session Manager:
Mrinmoy Dhara

Presentation

Discussion

Resources

Session

TU1.R11.1: DEEPSUM++: NON-LOCAL DEEP NEURAL NETWORK FOR SUPER-RESOLUTION OF UNREGISTERED MULTITEMPORAL IMAGES
Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli, Politecnico di Torino, Italy
TU1.R11.2: ZERO-SHOT SENTINEL-2 SHARPENING USING A SYMMETRIC SKIPPED CONNECTION CONVOLUTIONAL NEURAL NETWORK
Han Van Nguyen, Magnús Örn Úlfarsson, Jóhannes Rúnar Sveinsson, Jakob Sigurdsson, University of Iceland, Iceland
TU1.R11.3: SUPER-RESOLUTION OF LARGE VOLUMES OF SENTINEL-2 IMAGES WITH HIGH PERFORMANCE DISTRIBUTED DEEP LEARNING
Run Zhang, RWTH Aachen University, Germany; Gabriele Cavallaro, Jenia Jitsev, Forschungszentrum Jülich, Germany
TU1.R11.4: IMPROVING SATELLITE ESTIMATES OF THE FRACTION OF ABSORBED PHOTOSYNTHETICALLY ACTIVE RADIATION THROUGH INTEGRATION
Xin Tao, State University of New York at Buffalo, United States
TU1.R11.5: Super-Resolution of Remote Sensing Images Based on a Deep Plug-and-Play Framework
Hongyuan Tao, Sichuan University, China
TU1.R11.6: MULTISPECTRAL AND PANCHROMATIC IMAGE FUSION VIA CONVOLUTION SPARSE CODING WITH JOINT SPARSITY
Feng Zhang, Kai Zhang, State Key Laboratory of Geo-information Engineering, China
TU1.R11.7: UNSUPERVISED BLUR KERNEL LEARNING FOR PANSHARPENING
Anjing Guo, Renwei Dian, Shutao Li, Hunan University, China
TU1.R11.8: MULTI-LEVEL STRATEGY-BASED SPATIAL INFORMATION PREDICTION FOR SPATIOTEMPORAL REMOTE SENSING IMAGERY FUSION
Jia Chen, Ruyi Feng, Lizhe Wang, Wei Han, Jing Huang, China University of Geosciences, China
TU1.R11.9: Evaluating super-resolution of satellite images: A Proba-V case study
Michal Kawulok, Pawel Benecki, Jakub Nalepa, Daniel Kostrzewa, Silesian University of Technology, Poland
TU1.R11.10: A CROSS-SCALE LOSS FOR CNN-BASED PANSHARPENING
Sergio Vitale, Università di Napoli Parthenope, Italy; Giuseppe Scarpa, Università di Napoli Federico II, Italy
TU1.R11.11: OPTIMIZING WORKFLOW-EFFICIENCY OF MULTI-SOURCE CLOUD FREE OPTICAL IMAGE MOSAICS USING QUANTITATIVE TECHNIQUES
Wolfgang Lück, PCI Geomatics, Canada; Andrew Dyk, Canadian Forest Service, Canada