Lionel Gueguen
Lionel Gueguen
Amazon Robotics
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A global human settlement layer from optical HR/VHR RS data: Concept and first results
M Pesaresi, G Huadong, X Blaes, D Ehrlich, S Ferri, L Gueguen, M Halkia, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
Faster neural networks straight from jpeg
L Gueguen, A Sergeev, B Kadlec, R Liu, J Yosinski
Advances in Neural Information Processing Systems 31, 2018
Large-scale damage detection using satellite imagery
L Gueguen, R Hamid
Proceedings of the IEEE conference on computer vision and pattern …, 2015
Change detection based on information measure
L Gueguen, P Soille, M Pesaresi
IEEE Transactions on Geoscience and Remote Sensing 49 (11), 4503-4515, 2011
Classifying compound structures in satellite images: A compressed representation for fast queries
L Gueguen
IEEE Transactions on Geoscience and Remote Sensing 53 (4), 1803-1818, 2014
Multi scale Harris corner detector based on differential morphological decomposition
L Gueguen, M Pesaresi
Pattern Recognition Letters 32 (14), 1714-1719, 2011
Image time-series data mining based on the information-bottleneck principle
L Gueguen, M Datcu
IEEE Transactions on Geoscience and Remote Sensing 45 (4), 827-838, 2007
A similarity metric for retrieval of compressed objects: Application for mining satellite image time series
L Gueguen, M Datcu
IEEE Transactions on Knowledge and Data Engineering 20 (4), 562-575, 2008
Algorithmic information theory-based analysis of earth observation images: An assessment
D Cerra, A Mallet, L Gueguen, M Datcu
IEEE Geoscience and Remote Sensing Letters 7 (1), 8-12, 2009
Uber-text: A large-scale dataset for optical character recognition from street-level imagery
Y Zhang, L Gueguen, I Zharkov, P Zhang, K Seifert, B Kadlec
SUNw: Scene Understanding Workshop-CVPR 2017, 5, 2017
A new compact representation of morphological profiles: Report on first massive VHR image processing at the JRC
M Pesaresi, GK Ouzounis, L Gueguen
Algorithms and Technologies for Multispectral, Hyperspectral, and …, 2012
Toward a generalizable image representation for large-scale change detection: Application to generic damage analysis
L Gueguen, R Hamid
IEEE Transactions on Geoscience and Remote Sensing 54 (6), 3378-3387, 2016
Mixed information measure: Application to change detection in earth observation
L Gueguen, M Datcu
Proceedings of the MultiTemp, 2009
Local mutual information for dissimilarity-based image segmentation
L Gueguen, S Velasco-Forero, P Soille
Journal of mathematical imaging and vision 48 (3), 625-644, 2014
Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high-resolution satellite data
T Kemper, M Jenerowicz, L Gueguen, D Poli, P Soille
International Journal of Digital Earth 4 (sup1), 91-106, 2011
Automatic generation of built-up layers from high resolution satellite image data
L Gueguen
US Patent 9,230,168, 2016
Tree based representations for fast information mining from VHR images
L Gueguen, GK Ouzounis, M Pesaresi, P Soille
Proceedings of the ESA-EUSCJRC Eight Conference on Image Information Mining …, 2012
Interactive collection of training samples from the max-tree structure
GK Ouzounis, L Gueguen
2011 18th IEEE International Conference on Image Processing, 1449-1452, 2011
Sensing in cognitive radio channels: a theoretical perspective
L Gueguen, B Sayrac
IEEE transactions on wireless communications 8 (3), 1194-1198, 2009
A comparison of multispectral satellite sequence compression approaches
L Gueguen, M Trocan, B Pesquet-Popescu, A Giros, M Datcu
International Symposium on Signals, Circuits and Systems, 2005. ISSCS 2005 …, 2005
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