Christian Germain

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 30

Top Topics

Image Classification

Texture Synthesis

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Florian Rançon, Barna Keresztes, Aymeric Deshayes, Malo Tardif, Florent Abdelghafour, Gael Fontaine, Jean-Pierre Da Costa, Christian Germain
Designing a Proximal Sensing Camera Acquisition System for Vineyard Applications: Results and Feedback on 8 Years of Experiments. Sensors 23 (2) (2023)
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
A Gaussian mixture model with multiple tangent planes. EUSIPCO (2023)
Mario Diaz-Nava, Barna Keresztes, Olivier Sommier, Léa Cimetiere, Jean-Pierre Da Costa, Christian Germain, Jean-Jacques Dubourdieu
Big Wine Optimization Use Case: An IoT European Large Scale Pilot in Viticulture. Intelligent Environments (Workshops) (2022)
Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. ICPRAI (1) (2022)
Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. ICIP (2022)
Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. ICIP (2020)
Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. Remote. Sens. 12 (20) (2020)
Florent Abdelghafour, Barna Keresztes, Christian Germain, Jean-Pierre Da Costa
In Field Detection of Downy Mildew Symptoms with Proximal Colour Imaging. Sensors 20 (16) (2020)
Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. ICIP (2020)
Sara Akodad, Solène Vilfroy, Lionel Bombrun, Charles C. Cavalcante, Christian Germain, Yannick Berthoumieu
An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. EUSIPCO (2019)
Stefania Ramona Barburiceanu, Serban Meza, Christian Germain, Romulus Terebes
An Improved Feature Extraction Method for Texture Classification with Increased Noise Robustness. EUSIPCO (2019)
Florian Rançon, Lionel Bombrun, Barna Keresztes, Christian Germain
Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards. Remote. Sens. 11 (1) (2019)
Florent Abdelghafour, Roxana-Gabriela Rosu, Barna Keresztes, Christian Germain, Jean-Pierre Da Costa
A Bayesian framework for joint structure and colour based pixel-wise classification of grapevine proximal images. Comput. Electron. Agric. 158 (2019)
Guillaume Ferré, Marwane Rezzouki, Christian Germain, Nathalie Toulon
WineNote: an IoT project to enhance the wine taste. ICECS (2019)
Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
A survey of exemplar-based texture synthesis methods. Comput. Vis. Image Underst. 172 (2018)
Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. IPTA (2018)
Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
Synthesis of arbitrary-shaped textures constrained by the structure tensor field. Signal Image Video Process. 12 (1) (2018)
Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. ICIP (2017)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (10) (2017)
Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
Two-Stage volumetric texture synthesis based on structural information. IPTA (2017)
Olivier Regniers, Lionel Bombrun, Virginie Lafon, Christian Germain
Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS (2016)
Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP (2016)
Ioana Ilea, Hatem Hajri, Salem Said, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification. EUSIPCO (2016)
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu
Texture image classification with Riemannian fisher vectors. ICIP (2016)
Ioana Ilea, Lionel Bombrun, Romulus Terebes, Monica Borda, Christian Germain
An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices. IEEE Signal Process. Lett. 23 (9) (2016)
Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
Texture image classification with Riemannian fisher vectors issued from a Laplacian model. IVMSP (2016)
Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Multiple features learning via rotation strategy. ICIP (2016)
Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Christian Germain
Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest. IEEE Geosci. Remote. Sens. Lett. 12 (3) (2015)
Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain
Texture-based forest cover classification using random forests and ensemble margin. IGARSS (2015)
Olivier Regniers, Lionel Bombrun, Ioana Ilea, Virginie Lafon, Christian Germain
Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors. IGARSS (2015)
Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda
Statistical hypothesis test for robust classification on the space of covariance matrices. ICIP (2015)
Ioana Ilea, Lionel Bombrun, Christian Germain, Isabelle Champion, Romulus Terebes, Monica Borda
Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance. IGARSS (2015)
Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
Two-stage Color Texture Synthesis using the Structure Tensor Field. GRAPP (2015)
Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
Texture Synthesis Using the Structure Tensor. IEEE Trans. Image Process. 24 (11) (2015)
Cédric Chapoullié, Jean-Pierre Da Costa, Michel Cataldi, Gérard Vignoles, Christian Germain
Orientation-guided two-scale approach for the segmentation and quantitative description of woven bundles of fibers from three-dimensional tomographic images. J. Electronic Imaging 24 (6) (2015)
Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
Structure tensor based synthesis of directional textures for virtual material design. ICIP (2014)
Isabelle Champion, Christian Germain, Jean-Pierre Da Costa, Arnaud Alborini, Pascale Dubois-Fernandez
Retrieval of Forest Stand Age From SAR Image Texture for Varying Distance and Orientation Values of the Gray Level Co-Occurrence Matrix. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Olivier Regniers, Lionel Bombrun, Virginie Lafon, Aurélie Dehouck, Claire Tinel, Christian Germain
Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection. IGARSS (2014)
Radu-Dragos Urs, Jean-Pierre Da Costa, Christian Germain
Maximum-Likelihood Based Synthesis of Volumetric Textures From a 2D Sample. IEEE Trans. Image Process. 23 (4) (2014)
Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Claire Tinel, Gilbert Grenier, Christian Germain
Wavelet based texture modeling for the classification of very high resolution maritime pine forest images. IGARSS (2014)
Radu-Dragos Urs, Jean-Pierre Da Costa, Christian Germain
Non-causal non-parametric multi-scale Markov Random Field synthesis of volumetric textures from a unique 2D sample. ICIP (2013)
Olivier Regniers, Jean-Pierre Da Costa, Gilbert Grenier, Christian Germain, Lionel Bombrun
Texture based image retrieval and classification of very high resolution maritime pine forest images. IGARSS (2013)
Jean-Pierre Da Costa, Stefan Oprean, Pierre Baylou, Christian Germain
Estimating the distribution of 3D generalized cylinders angles from an image. EUSIPCO (2013)
Radu Urs, Jean-Pierre Da Costa, Jean-Marc Leyssale, Gérard Vignoles, Christian Germain
Non-parametric synthesis of laminar volumetric textures from a 2D sample. BMVC (2012)
Jean-Pierre Da Costa, Frédéric Galland, Antoine Roueff, Christian Germain
Unsupervised segmentation based on Von Mises circular distributions for orientation estimation in textured images. J. Electronic Imaging 21 (2) (2012)
Romulus Terebes, Monica Borda, Christian Germain, Olivier Lavialle
A novel shock filter for image restoration and enhancement. EUSIPCO (2012)
Sorin I. Pop, Romulus Terebes, Jean-Pierre Da Costa, Christian Germain, Monica Borda, Cosmin Ludusan, Olivier Lavialle
A novel 3D anisotropic diffusion filter. Three-Dimensional Image Processing (3DIP) and Applications (2010)
Romulus Terebes, Olivier Lavialle, Christian Germain, Monica Borda, Sorin I. Pop
Asymmetric anisotropic diffusion. ICIP (2009)
Marie-Cecile Peron, Jean-Pierre Da Costa, Youssef Stitou, Christian Germain, Yannick Berthoumieu
Joint linear-circular stochastic models for texture classification. ICASSP (2009)
Christianne Mulat, Marc Donias, Pierre Baylou, Gérard Vignoles, Christian Germain
Axis detection of cylindrical objects in three-dimensional images. J. Electronic Imaging 17 (3) (2008)
Christianne Mulat, Marc Donias, Pierre Baylou, Gérard Vignoles, Christian Germain
Optimal orientation estimators for detection of cylindrical objects. Signal Image Video Process. 2 (1) (2008)
Rémy Blanc, Jean-Pierre Da Costa, Youssef Stitou, Pierre Baylou, Christian Germain
Assessment of Texture Stationarity Using the Asymptotic Behavior of the Empirical Mean and Variance. IEEE Trans. Image Process. 17 (9) (2008)
Franck Michelet, Jean-Pierre Da Costa, Olivier Lavialle, Yannick Berthoumieu, Pierre Baylou, Christian Germain
Estimating local multiple orientations. Signal Process. 87 (7) (2007)
Franck Michelet, Jean-Pierre Da Costa, Pierre Baylou, Christian Germain
Local Orientation Estimation in Corrupted Images. IWICPAS (2006)
Franck Le Pouliquen, Jean-Pierre Da Costa, Christian Germain, Pierre Baylou
A new adaptive framework for unbiased orientation estimation in textured images. Pattern Recognit. 38 (11) (2005)
Franck Michelet, Christian Germain, Pierre Baylou, Jean-Pierre Da Costa
Local Multiple Orientation Estimation: Isotropic and Recursive Oriented Network. ICPR (1) (2004)
Jean-Pierre Da Costa, Christian Germain, Pierre Baylou
Spectral Characterization of Orientation Data along Curvilinear Structures. ICPR (2) (2004)
Christian Germain, Jean-Pierre Da Costa, Olivier Lavialle, Pierre Baylou
Multiscale estimation of vector field anisotropy application to texture characterization. Signal Process. 83 (7) (2003)
Christian Germain, Hamamache Kheddouci
On the packing of two copies of a caterpillar in its third power. Discuss. Math. Graph Theory 23 (1) (2003)
Christian Germain, Hamamache Kheddouci
Grundy coloring for power graphs. Electron. Notes Discret. Math. 15 (2003)
Franck Le Pouliquen, Christian Germain, Pierre Baylou
Scale-Adaptive Orientation Estimation. ICPR (1) (2002)
Christian Germain, Jean Marcel Pallo
Linear Languages with a Nonassociative Concatenation. J. Autom. Lang. Comb. 7 (3) (2002)
Jean-Pierre Da Costa, Christian Germain, Pierre Baylou
Orientation Difference Statistics for Texture Description. ICPR (1) (2002)
Jean-Pierre Da Costa, Franck Le Pouliquen, Christian Germain, Pierre Baylou
New operators for optimized orientation estimation. ICIP (3) (2001)
Franck Le Pouliquen, Christian Germain, Pierre Baylou
Line orientation operator. ICIP (3) (2001)
Jean-Pierre Da Costa, Pierre Baylou, Christian Germain
Level Curve Tracking Algorithm for Textural Feature Extraction. ICPR (2000)
Christian Germain, Jean Marcel Pallo
Langages rationnels définis avec une concaténation non-associative. Theor. Comput. Sci. 233 (1-2) (2000)
Christian Germain, Jean-Pierre Da Costa, Pierre Baylou
Multiscale Estimation of Textural Features. Application to the Characterization of Texture Anisotropy. ICPR (2000)
Jean-Pierre Da Costa, Christian Germain, Olivier Lavialle, Pierre Baylou
Bias introduced by mean orientation estimation methods. EUSIPCO (2000)
Christian Germain, Pierre Baylou
Multiscale Characterization of Texture Anistropy. ICIP (3) (1997)
Christian Germain, Jean Marcel Pallo
Two Shortest Path Metrics on Well-Formed Parentheses Strings. Inf. Process. Lett. 60 (6) (1996)
Christian Germain, Jean Marcel Pallo
The number of coverings in four catalan lattices. Int. J. Comput. Math. 61 (1-2) (1996)