Giovanni Marchisio

According to our database, Giovanni Marchisio authored at least 21 papers between 2000 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images.

Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Stephen M. Petrie, Alan R. Duffy

CoRR, 2021

DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space.

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

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning.

Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Çaglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2018

Assessment of Spatiotemporal Fusion Algorithms for Planet and Worldview Images.

Chiman Kwan, Xiaolin Zhu, Feng Gao, Bryan Chou, Daniel Pérez Ibañez, Jiang Li, Yuzhong Shen, Krzysztof Koperski, Giovanni Marchisio

Sensors, 2018

2017

Blind Quality Assessment of Fused WorldView-3 Images by Using the Combinations of Pansharpening and Hypersharpening Paradigms.

Chiman Kwan, Bence Budavari, Alan C. Bovik, Giovanni Marchisio

IEEE Geosci. Remote. Sens. Lett., 2017

Deep learning for effective detection of excavated soil related to illegal tunnel activities.

Daniel Pérez Ibañez, Debrup Banerjee, Chiman Kwan, Minh Dao, Yuzhong Shen, Kris Koperski, Giovanni Marchisio, Jiang Li

Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

A joint sparsity approach to tunnel activity monitoring using high resolution satellite images.

Minh Dao, Chiman Kwan, Kris Koperski, Giovanni Marchisio

Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

2010

Unsupervised change detection frameworks for very high spatial resolution images.

Fabio Pacifici, Christopher Padwick, Giovanni Marchisio

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

On the relative predictive value of the new spectral bands in the WorldWiew-2 sensor.

Giovanni Marchisio, Fabio Pacifici, Christopher Padwick

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2006

Ontology-Based Natural Language Query Processing for the Biological Domain.

Jisheng Liang, Thien Nguyen, Krzysztof Koperski, Giovanni B. Marchisio

Proceedings of the Workshop on Linking Natural Language and Biology, 2006

2005

Learning bayesian classifiers for scene classification with a visual grammar.

Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio, James C. Tilton

IEEE Trans. Geosci. Remote. Sens., 2005

Extracting statistical data frames from text.

Jisheng Liang, Krzysztof Koperski, Thien Nguyen, Giovanni B. Marchisio

SIGKDD Explor., 2005

2004

Interactive training of advanced classifiers for mining remote sensing image archives.

Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

Automated feature selection through relevance feedback.

Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002

Image information mining utilizing hierarchical segmentation.

James C. Tilton, Giovanni Marchisio, Krzysztof Koperski, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

VisiMine: interactive mining in image databases.

Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Applications of terrain and sensor data fusion in image mining.

Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Probabilistic retrieval with a visual grammar.

Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2000

Multi-level Indexing and GIS Enhanced Learning for Satellite Imageries.

Krzysztof Koperski, Giovanni B. Marchisio

Proceedings of the International Workshop on Multimedia Data Mining, 2000