Giovanni Marchisio

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 12

Top Topics

High Resolution

Spatial And Temporal

Multispectral Imaging

Top Venues

Publications

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 (2022)
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)
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 (2022)
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)
Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Stephen Petrie, Alan R. Duffy
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images. CoRR (2021)
Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, 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)
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 (2021)
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)
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) (2018)
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)
Minh Dao, Chiman Kwan, Kris Koperski, Giovanni Marchisio
A joint sparsity approach to tunnel activity monitoring using high resolution satellite images. UEMCON (2017)
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) (2017)
Fabio Pacifici, Christopher Padwick, Giovanni Marchisio
Unsupervised change detection frameworks for very high spatial resolution images. IGARSS (2010)
Giovanni Marchisio, Fabio Pacifici, Christopher Padwick
On the relative predictive value of the new spectral bands in the WorldWiew-2 sensor. IGARSS (2010)
Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio
Automated feature selection through relevance feedback. IGARSS (2003)
Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk
VisiMine: interactive mining in image databases. IGARSS (2002)
James C. Tilton, Giovanni Marchisio, Krzysztof Koperski, Mihai Datcu
Image information mining utilizing hierarchical segmentation. IGARSS (2002)
Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk
Probabilistic retrieval with a visual grammar. IGARSS (2002)
Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk
Applications of terrain and sensor data fusion in image mining. IGARSS (2002)