Lionel Gueguen

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 12

Top Topics

Land Cover Classification

Change Detection

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

Publications

Luming Liang, Seng Deng, Lionel Gueguen, Mingqiang Wei, Xinming Wu, Jing Qin
Convolutional neural network with median layers for denoising salt-and-pepper contaminations. Neurocomputing 442 (2021)
Mohamed Chaabane, Lionel Gueguen, Ameni Trabelsi, J. Ross Beveridge, Stephen O'Hara
End-to-end Learning Improves Static Object Geo-localization from Video. WACV (2021)
Mohamed Chaabane, Lionel Gueguen, Ameni Trabelsi, J. Ross Beveridge, Stephen O'Hara
End-to-end Learning Improves Static Object Geo-localization in Monocular Video. CoRR (2020)
Luming Liang, Sen Deng, Lionel Gueguen, Mingqiang Wei, Xinming Wu, Jing Qin
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations. CoRR (2019)
Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu
Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Min. Knowl. Discov. 33 (1) (2019)
Matt Dickenson, Lionel Gueguen
Rotated Rectangles for Symbolized Building Footprint Extraction. CVPR Workshops (2018)
Lionel Gueguen, Alex Sergeev, Rosanne Liu, Jason Yosinski
Faster Neural Networks Straight from JPEG. ICLR (Workshop) (2018)
Lionel Gueguen, Alex Sergeev, Ben Kadlec, Rosanne Liu, Jason Yosinski
Faster Neural Networks Straight from JPEG. NeurIPS (2018)
Jonathan P. Chen, Fritz Obermeyer, Vladimir Lyapunov, Lionel Gueguen, Noah D. Goodman
Joint Mapping and Calibration via Differentiable Sensor Fusion. CoRR (2018)
Lionel Gueguen, Jan Koenig, Carl Reeder, Tim Barksdale, Jon Saints, Kostas Stamatiou, Jeffery Collins, Carolyn Johnston
Mapping Human Settlements and Population at Country Scale From VHR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)
Lionel Gueguen, Raffay Hamid
Toward a Generalizable Image Representation for Large-Scale Change Detection: Application to Generic Damage Analysis. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Jan Koenig, Lionel Gueguen
A comparison of land use land cover classification using superspectral WorldView-3 vs hyperspectral imagery. WHISPERS (2016)
Lionel Gueguen
Mapping people distribution at very high resolution from remote sensing imagery and a priori coarse people counts. JURSE (2015)
Lionel Gueguen, Raffay Hamid
Large-scale damage detection using satellite imagery. CVPR (2015)
Lionel Gueguen
Classifying Compound Structures in Satellite Images: A Compressed Representation for Fast Queries. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Lionel Gueguen, Martino Pesaresi
Interscale learning and classification for global HR/VHR image information extraction. IGARSS (2014)
Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille
Local Mutual Information for Dissimilarity-Based Image Segmentation. J. Math. Imaging Vis. 48 (3) (2014)
Lionel Gueguen, Fabio Pacifici
The Local Mutual Information invariance: Application to change detection between multispectral images. MultiTemp (2013)
Lionel Gueguen
Image patch characterization with shape distributions: Application to WorldView-2 images. IGARSS (2013)
Lionel Gueguen, Martino Pesaresi, Daniele Ehrlich, Linlin Lu, Huadong Guo
Urbanization Detection by a Region Based Mixed Information Change Analysis Between Built-Up Indicators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (6) (2013)
Berna Sayraç, Lionel Gueguen, Chung Cong Trang, Ana Maria Galindo Serrano
Point-process based localization of primary users in collaborative dynamic spectrum access. ICT (2013)
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
A Global Human Settlement Layer From Optical HR/VHR RS Data: Concept and First Results. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (5) (2013)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
A new built-up presence index based on density of corners. IGARSS (2012)
Lionel Gueguen, Martino Pesaresi, Andrea Gerhardinger, Pierre Soille
Characterizing and Counting Roofless Buildings in Very High Resolution Optical Images. IEEE Geosci. Remote. Sens. Lett. 9 (1) (2012)
Lionel Gueguen, Santiago Velasco-Forero, Pierre Soille
Edge extraction by statistical dependence analysis: application to multi-angular WorldView-2 series. IGARSS (2012)
Thomas Kemper, Malgorzata Jenerowicz, Lionel Gueguen, D. Poli, Pierre Soille
Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high-resolution satellite data. Int. J. Digit. Earth 4 (Supplement-1) (2011)
Georgios K. Ouzounis, Lionel Gueguen
Interactive collection of training samples from the Max-Tree structure. ICIP (2011)
Shiyong Cui, Mihai Datcu, Lionel Gueguen
Information theoretical similarity measure for change detection. JURSE (2011)
Lionel Gueguen, Pierre Soille
Frequent and Dependent Connectivities. ISMM (2011)
Lionel Gueguen, Martino Pesaresi, Pierre Soille
An interactive image mining tool handling gigapixel images. IGARSS (2011)
Lionel Gueguen, Martino Pesaresi
Multi scale Harris corner detector based on Differential Morphological Decomposition. Pattern Recognit. Lett. 32 (14) (2011)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
Change Detection Based on Information Measure. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Lionel Gueguen, Berna Sayraç
Efficient Spectrum Sensing With Dyadic Tree Partitioning. IEEE Trans. Veh. Technol. 59 (4) (2010)
Martino Pesaresi, Thomas Kemper, Lionel Gueguen, Pierre Soille
Automatic information retrieval from meter and sub-meter resolution satellite image data in support to crisis management. IGARSS (2010)
Lionel Gueguen, Pierre Soille, Martino Pesaresi
Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description. ICPR (2010)
Lionel Gueguen, Berna Sayraç
Radio access technology recognition by classification of low temporal resolution power spectrum measurements. Wirel. Commun. Mob. Comput. 10 (8) (2010)
Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu
Multitemporal analysis of multisensor data: Information theoretical approaches. IGARSS (2010)
Daniele Cerra, Alexandre Mallet, Lionel Gueguen, Mihai Datcu
Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Lionel Gueguen, Berna Sayraç
Traffic prediction from wireless environment sensing. WCNC (2009)
Lionel Gueguen, Berna Sayraç
Sensing in cognitive radio channels: A theoretical perspective. IEEE Trans. Wirel. Commun. 8 (3) (2009)
Lionel Gueguen, Berna Sayraç, David Depierre
Spectogram Reconstruction from Random Sampling: Application to the GSM Band Sensing. ICC (2009)
Lionel Gueguen, Berna Sayraç
Automatic Determination of Spectral States for Cognitive Radio. GLOBECOM (2008)
Alexandre Mallet, Lionel Gueguen, Mihai Datcu
Complexity Based Image Artifact Detection. DCC (2008)
Lionel Gueguen, Mihai Datcu
A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series. IEEE Trans. Knowl. Data Eng. 20 (4) (2008)
Lionel Gueguen, Mihai Datcu
The Model based Similarity Metric. DCC (2007)
Lionel Gueguen, Mihai Datcu
Image Time-Series Data Mining Based on the Information-Bottleneck Principle. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)