Lionel Gueguen

According to our database, Lionel Gueguen authored at least 46 papers between 2007 and 2021.

Collaborative distances:

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

2021

Convolutional neural network with median layers for denoising salt-and-pepper contaminations.

Luming Liang, Seng Deng, Lionel Gueguen, Mingqiang Wei, Xinming Wu, Jing Qin

Neurocomputing, 2021

End-to-end Learning Improves Static Object Geo-localization from Video.

Mohamed Chaabane, Lionel Gueguen, Ameni Trabelsi, J. Ross Beveridge, Stephen O'Hara

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

End-to-end Learning Improves Static Object Geo-localization in Monocular Video.

Mohamed Chaabane, Lionel Gueguen, Ameni Trabelsi, J. Ross Beveridge, Stephen O'Hara

CoRR, 2020

2019

Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring.

Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu

Data Min. Knowl. Discov., 2019

Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations.

Luming Liang, Sen Deng, Lionel Gueguen, Mingqiang Wei, Xinming Wu, Jing Qin

CoRR, 2019

2018

Joint Mapping and Calibration via Differentiable Sensor Fusion.

Jonathan P. Chen, Fritz Obermeyer, Vladimir Lyapunov, Lionel Gueguen, Noah D. Goodman

CoRR, 2018

Faster Neural Networks Straight from JPEG.

Lionel Gueguen, Alex Sergeev, Ben Kadlec, Rosanne Liu, Jason Yosinski

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Faster Neural Networks Straight from JPEG.

Lionel Gueguen, Alex Sergeev, Rosanne Liu, Jason Yosinski

Proceedings of the 6th International Conference on Learning Representations, 2018

Rotated Rectangles for Symbolized Building Footprint Extraction.

Matt Dickenson, Lionel Gueguen

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Mapping Human Settlements and Population at Country Scale From VHR Images.

Lionel Gueguen, Jan Koenig, Carl Reeder, Tim Barksdale, Jon Saints, Kostas Stamatiou, Jeffery Collins, Carolyn Johnston

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016

Toward a Generalizable Image Representation for Large-Scale Change Detection: Application to Generic Damage Analysis.

Lionel Gueguen, Raffay Hamid

IEEE Trans. Geosci. Remote. Sens., 2016

A comparison of land use land cover classification using superspectral WorldView-3 vs hyperspectral imagery.

Jan Koenig, Lionel Gueguen

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2015

Classifying Compound Structures in Satellite Images: A Compressed Representation for Fast Queries.

Lionel Gueguen

IEEE Trans. Geosci. Remote. Sens., 2015

Mapping people distribution at very high resolution from remote sensing imagery and a priori coarse people counts.

Lionel Gueguen

Proceedings of the Joint Urban Remote Sensing Event, 2015

Large-scale damage detection using satellite imagery.

Lionel Gueguen, Raffay Hamid

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Local Mutual Information for Dissimilarity-Based Image Segmentation.

Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille

J. Math. Imaging Vis., 2014

Interscale learning and classification for global HR/VHR image information extraction.

Lionel Gueguen, Martino Pesaresi

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results.

Martino Pesaresi, Huadong Guo, Xavier Blaes, Daniele Ehrlich, Stefano Ferri, Lionel Gueguen, Matina Halkia, Mayeul Kauffmann, Thomas Kemper, Linlin Lu, Mario A. Marin-Herrera, Georgios K. Ouzounis, Marco Scavazzon, Pierre Soille, Vasileios Syrris, Luigi Zanchetta

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Urbanization Detection by a Region Based Mixed Information Change Analysis Between Built-Up Indicators.

Lionel Gueguen, Martino Pesaresi, Daniele Ehrlich, Linlin Lu, Huadong Guo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

The Local Mutual Information invariance: Application to change detection between multispectral images.

Lionel Gueguen, Fabio Pacifici

Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013

Image patch characterization with shape distributions: Application to WorldView-2 images.

Lionel Gueguen

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Point-process based localization of primary users in collaborative dynamic spectrum access.

Berna Sayraç, Lionel Gueguen, Chung Cong Trang, Ana Maria Galindo Serrano

Proceedings of the 20st International Conference on Telecommunications, 2013

2012

Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images.

Lionel Gueguen, Martino Pesaresi, Andrea Gerhardinger, Pierre Soille

IEEE Geosci. Remote. Sens. Lett., 2012

Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series.

Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A new built-up presence index based on density of corners.

Lionel Gueguen, Pierre Soille, Martino Pesaresi

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Change Detection Based on Information Measure.

Lionel Gueguen, Pierre Soille, Martino Pesaresi

IEEE Trans. Geosci. Remote. Sens., 2011

Multi scale Harris corner detector based on Differential Morphological Decomposition.

Lionel Gueguen, Martino Pesaresi

Pattern Recognit. Lett., 2011

Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high-resolution satellite data.

Thomas Kemper, Malgorzata Jenerowicz, Lionel Gueguen, D. Poli, Pierre Soille

Int. J. Digit. Earth, 2011

Information theoretical similarity measure for change detection.

Shiyong Cui, Mihai Datcu, Lionel Gueguen

Proceedings of the Joint Urban Remote Sensing Event, 2011

Frequent and Dependent Connectivities.

Lionel Gueguen, Pierre Soille

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

An interactive image mining tool handling gigapixel images.

Lionel Gueguen, Martino Pesaresi, Pierre Soille

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Interactive collection of training samples from the Max-Tree structure.

Georgios K. Ouzounis, Lionel Gueguen

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Radio access technology recognition by classification of low temporal resolution power spectrum measurements.

Lionel Gueguen, Berna Sayraç

Wirel. Commun. Mob. Comput., 2010

Efficient Spectrum Sensing With Dyadic Tree Partitioning.

Lionel Gueguen, Berna Sayraç

IEEE Trans. Veh. Technol., 2010

Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment.

Daniele Cerra, Alexandre Mallet, Lionel Gueguen, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2010

Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management.

Martino Pesaresi, Thomas Kemper, Lionel Gueguen, Pierre Soille

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

Multitemporal analysis of multisensor data: Information theoretical approaches.

Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu

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

Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description.

Lionel Gueguen, Pierre Soille, Martino Pesaresi

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Sensing in cognitive radio channels: A theoretical perspective.

Lionel Gueguen, Berna Sayraç

IEEE Trans. Wirel. Commun., 2009

Traffic prediction from wireless environment sensing.

Lionel Gueguen, Berna Sayraç

Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Spectogram Reconstruction from Random Sampling: Application to the GSM Band Sensing.

Lionel Gueguen, Berna Sayraç, David Depierre

Proceedings of IEEE International Conference on Communications, 2009

2008

A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series.

Lionel Gueguen, Mihai Datcu

IEEE Trans. Knowl. Data Eng., 2008

Automatic Determination of Spectral States for Cognitive Radio.

Lionel Gueguen, Berna Sayraç

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Complexity Based Image Artifact Detection.

Alexandre Mallet, Lionel Gueguen, Mihai Datcu

Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007

Image Time-Series Data Mining Based on the Information-Bottleneck Principle.

Lionel Gueguen, Mihai Datcu

IEEE Trans. Geosci. Remote. Sens., 2007

The Model based Similarity Metric.

Lionel Gueguen, Mihai Datcu

Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007