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2020 – today
- 2022
[c16]Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero
, Jingliang Hu, Ariadna Pregel Hoderlein, Çaglar Senaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé:
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation. CVPR 2022: 21126-21135- [c15]Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Çaglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio:
Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product. IGARSS 2022: 2247-2250 - [i4]Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çaglar Senaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé:
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation. CoRR abs/2203.12560 (2022) - [i3]Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Çaglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio:
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product. CoRR abs/2210.14624 (2022) - 2021
- [c14]Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Çaglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania:
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning. IGARSS 2021: 1161-1164 - [c13]Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressutti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu:
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. NeurIPS Datasets and Benchmarks 2021 - [i2]Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Stephen M. Petrie, Alan R. Duffy:
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images. CoRR abs/2103.06270 (2021) - [i1]Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Çaglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania:
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning. CoRR abs/2110.01919 (2021)
2010 – 2019
- 2018
- [j4]Chiman Kwan, Xiaolin Zhu, Feng Gao, Bryan Chou, Daniel Pérez Ibañez, Jiang Li, Yuzhong Shen, Krzysztof Koperski, Giovanni Marchisio:
Assessment of Spatiotemporal Fusion Algorithms for Planet and Worldview Images. Sensors 18(4): 1051 (2018) - 2017
- [j3]Chiman Kwan, Bence Budavari, Alan C. Bovik, Giovanni Marchisio:
Blind Quality Assessment of Fused WorldView-3 Images by Using the Combinations of Pansharpening and Hypersharpening Paradigms. IEEE Geosci. Remote. Sens. Lett. 14(10): 1835-1839 (2017) - [c12]Minh Dao, Chiman Kwan, Kris Koperski, Giovanni Marchisio:
A joint sparsity approach to tunnel activity monitoring using high resolution satellite images. UEMCON 2017: 322-328 - [c11]Daniel Pérez Ibañez, Debrup Banerjee, Chiman Kwan, Minh Dao, Yuzhong Shen, Kris Koperski, Giovanni Marchisio, Jiang Li:
Deep learning for effective detection of excavated soil related to illegal tunnel activities. UEMCON 2017: 626-632 - 2010
- [c10]Fabio Pacifici, Christopher Padwick, Giovanni Marchisio:
Unsupervised change detection frameworks for very high spatial resolution images. IGARSS 2010: 2567-2570 - [c9]Giovanni Marchisio, Fabio Pacifici, Christopher Padwick:
On the relative predictive value of the new spectral bands in the WorldWiew-2 sensor. IGARSS 2010: 2723-2726
2000 – 2009
- 2006
- [c8]Jisheng Liang, Thien Nguyen, Krzysztof Koperski, Giovanni B. Marchisio:
Ontology-Based Natural Language Query Processing for the Biological Domain. BioNLP@NAACL-HLT 2006: 9-16 - 2005
- [j2]Jisheng Liang, Krzysztof Koperski, Thien Nguyen, Giovanni B. Marchisio:
Extracting statistical data frames from text. SIGKDD Explor. 7(1): 67-75 (2005) - [j1]Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio, James C. Tilton:
Learning bayesian classifiers for scene classification with a visual grammar. IEEE Trans. Geosci. Remote. Sens. 43(3): 581-589 (2005) - 2004
- [c7]Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio:
Interactive training of advanced classifiers for mining remote sensing image archives. KDD 2004: 773-782 - 2003
- [c6]Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio:
Automated feature selection through relevance feedback. IGARSS 2003: 3691-3693 - 2002
- [c5]Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk:
Applications of terrain and sensor data fusion in image mining. IGARSS 2002: 1026-1028 - [c4]James C. Tilton, Giovanni Marchisio, Krzysztof Koperski, Mihai Datcu:
Image information mining utilizing hierarchical segmentation. IGARSS 2002: 1029-1031 - [c3]Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk:
Probabilistic retrieval with a visual grammar. IGARSS 2002: 1041-1043 - [c2]Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk:
VisiMine: interactive mining in image databases. IGARSS 2002: 1810-1812 - 2000
- [c1]Krzysztof Koperski, Giovanni B. Marchisio:
Multi-level Indexing and GIS Enhanced Learning for Satellite Imageries. MDM/KDD 2000: 8-13
Coauthor Index
aka: Kris Koperski
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