Claas Grohnfeldt
Claas Grohnfeldt
Principal Research Engineer @ Huawei Technologies
Verified email at huawei.com
Title
Cited by
Cited by
Year
Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature
N Yokoya, C Grohnfeldt, J Chanussot
IEEE Geoscience and Remote Sensing Magazine 5 (2), 29-56, 2017
2952017
Exploiting joint sparsity for pansharpening: The J-SparseFI algorithm
XX Zhu, C Grohnfeldt, R Bamler
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2664-2681, 2015
852015
Jointly sparse fusion of hyperspectral and multispectral imagery
C Grohnfeldt, XX Zhu, R Bamler
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 4090 …, 2013
512013
A conditional generative adversarial network to fuse SAR and multispectral optical data for cloud removal from Sentinel-2 images
C Grohnfeldt, M Schmitt, XX Zhu
2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
492018
The J-SparseFI-HM hyperspectral resolution enhancement method—Now fully automated
C Grohnfeldt, XX Zhu, R Bamler
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
62014
Multi-sensor data fusion for multi-and hyperspectral resolution enhancement based on sparse representations
CH Grohnfeldt
Technische Universität München, 2017
52017
Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method
C Grohnfeldt, XX Zhu
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
52015
Jointly Sparse Fusion of Hyperspectral and Multispectral Imagery-The J-SparseFI-HM Algorithm
C Grohnfeldt, XX Zhu
IEEE Trans. Geosci. Remote Sens., 2015
52015
Collaborative sparse reconstruction for pan-sharpening
XX Zhu, C Grohnfeldt, R Bamler
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 868-871, 2013
52013
Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks—The spectral grouping concept
C Grohnfeldt, XX Zhu, R Bamler
2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2015
32015
Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks—The spectral grouping concept
C Grohnfeldt, XX Zhu, R Bamler
2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2015
32015
Dynamic dictionary learning strategies for sparse representation based hyperspectral image enhancement
C Grohnfeldt, TM Burns, XX Zhu
2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2015
22015
Collabrative sparse image fusion with application to pan-sharpening
XX Zhu, C Grohnfeldt, R Bamler
2013 18th International Conference on Digital Signal Processing (DSP), 1-6, 2013
22013
Towards a Combined Sparse Representation and Unmixing Based Hyperspectral Resolution Enhancement Method
C Grohnfeldt, XX Zhu
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015, 1-4, 2015
12015
Performance {Assessment} of the {State}-of-the-art {Hyperspectral}{Image}{Enhancement}{Methods}
C Grohnfeldt, XX Zhu, R Bamler
Geoscience and {Remote}{Sensing}{Symposium}({IGARSS}), 2014 {IEEE …, 2014
12014
Analog Image Modeling for 3D Single Image Super Resolution and Pansharpening
R Lartey, W Guo, X Zhu, C Grohnfeldt
Frontiers in Applied Mathematics and Statistics 6, 22, 2020
2020
Awards Presented at the IGARSS 2016 Banquet [Conference Reports]
M Hallikainen, W Wiesbeck, M Moghaddam, P Gamba
IEEE Geoscience and Remote Sensing Magazine 4 (4), 69-80, 2016
2016
Dictionary Learning for Sparse Representation Based Image Fusion
T Burns
University of Queensland, 2014
2014
4D City—Space-time Urban Infrastructure Mapping by Multi-sensor Fusion and Visualization
X Zhu, Y Shi, C Grohnfeldt, Y Wang
High Performance Computing, 168, 0
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Articles 1–19