Alain Giros

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 9

Top Topics

Statistical Model

Multiple Images

Change Detection

Domain Adaptation

Top Venues

SIAM J. Imaging Sci.

Publications

Behzad Mirmahboub, Jérôme Moré, David Youssefi, Alain Giros, François Merciol, Sébastien Lefèvre
Fast Pattern Spectra Using Tree Representation of the Image for Patch Retrieval. DGMM (2021)
Onur Tasar, Alain Giros, Yuliya Tarabalka, Pierre Alliez, Sébastien Clerc
DAugNet: Unsupervised, Multisource, Multitarget, and Life-Long Domain Adaptation for Semantic Segmentation of Satellite Images. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Onur Tasar, Yuliya Tarabalka, Alain Giros, Pierre Alliez, Sébastien Clerc
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization. CoRR (2020)
Onur Tasar, Yuliya Tarabalka, Alain Giros, Pierre Alliez, Sébastien Clerc
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization. CVPR Workshops (2020)
Çaglayan Tuna, Alain Giros, François Merciol, Sébastien Lefèvre
On Morphological Hierarchies for Image Sequences. ICPR (2020)
Onur Tasar, Alain Giros, Yuliya Tarabalka, Pierre Alliez, Sébastien Clerc
DAugNet: Unsupervised, Multi-source, Multi-target, and Life-long Domain Adaptation for Semantic Segmentation of Satellite Images. CoRR (2020)
Rafael Almar, Erwin W. J. Bergsma, Philippe Maisongrande, Alain Giros, Luís Pedro Almeida
On the application of a two-dimension spatio-temporal cross-correlation method to inverse coastal bathymetry from waves using a satellite-based video sequence. IGARSS (2019)
Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret
A Bayesian Nonparametric Model Coupled with a Markov Random Field for Change Detection in Heterogeneous Remote Sensing Images. SIAM J. Imaging Sci. 9 (4) (2016)
Hervé Yésou, Eric Pottier, Grégoire Mercier, Manuel Grizonnet, Sadri Haouet, Alain Giros, Robin Faivre, Claire Huber, Julien Michel
Synergy of Sentinel-1 and Sentinel-2 imagery for wetland monitoring information extraction from continuous flow of sentinel images applied to water bodies and vegetation mapping and monitoring. IGARSS (2016)
Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret
Change detection for optical and radar images using a Bayesian nonparametric model coupled with a Markov random field. ICASSP (2015)
Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret
A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors. IEEE Trans. Image Process. 24 (3) (2015)
Jorge Prendes, Marie Chabert, Frédéric Pascal, Alain Giros, Jean-Yves Tourneret
A multivariate statistical model for multiple images acquired by homogeneous or heterogeneous sensors. ICASSP (2014)
Delphine Fontannaz, Alain Giros, Bernard Allenbach, Didier Treinsoutrot, Marcello de Michele
Potential of pleiades VHR imagery for risks management and sustainable reconstruction in Haiti: The KAL-Haiti research database example. IGARSS (2013)
Alain Giros
Comparison of Partitions of Two Images for Satellite Image Time Series Segmentation. IGARSS (2006)
Jordi Inglada, Alain Giros
On the real capabilities of remote sensing for disaster management - feedback from real cases. IGARSS (2004)
Jordi Inglada, Alain Giros
On the possibility of automatic multisensor image registration. IEEE Trans. Geosci. Remote. Sens. 42 (10) (2004)
Patrick Héas, Philippe Marthon, Mihai Datcu, Alain Giros
Image time-series mining. IGARSS (2004)
Jordi Inglada, Alain Giros
Automatic man-made object recognition in high resolution remote sensing images. IGARSS (2004)
Patrick Héas, Mihai Datcu, Malika Abdellani, Alain Giros, Philippe Marthon
Image time series mining for dynamic scene understanding. IGARSS (2003)
Mihai Datcu, Alain Giros
New concepts for earth observation data catalogues. EUSIPCO (2002)