Christian Germain

78 papers A 1B 13C 7Misc 2Journal 30Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Curvature Dedicated Architecture Using Swin Transformers for RGB-D Object Recognition. IPTA Maxime Morisset, Marc Donias, Christian Germain
2024	—	`conf`	Principal Curvatures as Pose-Invariant Features of Depth Maps for RGB-D Object Recognition. IPTA Maxime Morisset, Marc Donias, Christian Germain
2023	—	`conf`	A Gaussian mixture model with multiple tangent planes. EUSIPCO Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2023	J	`jnl`	Designing a Proximal Sensing Camera Acquisition System for Vineyard Applications: Results and Feedback on 8 Years of Experiments. Sensors Florian Rançon, Barna Keresztes, Aymeric Deshayes, Malo Tardif, Florent Abdelghafour, Gael Fontaine, Jean-Pierre Da Costa, Christian Germain
2022	B	`conf`	Big Wine Optimization Use Case: An IoT European Large Scale Pilot in Viticulture. Intelligent Environments (Workshops) Mario Diaz-Nava, Barna Keresztes, Olivier Sommier, Léa Cimetiere, Jean-Pierre Da Costa, Christian Germain, Jean-Jacques Dubourdieu
2022	B	`conf`	Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. ICIP Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu
2022	J	`jnl`	Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators. IEEE Trans. Geosci. Remote. Sens. Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
2022	—	`conf`	Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. ICPRAI (1) Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2020	B	`conf`	A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. ICIP Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
2020	B	`conf`	Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. ICIP Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
2020	J	`jnl`	Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. Remote. Sens. Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain
2020	J	`jnl`	In Field Detection of Downy Mildew Symptoms with Proximal Colour Imaging. Sensors Florent Abdelghafour, Barna Keresztes, Christian Germain, Jean-Pierre Da Costa
2019	J	`jnl`	A Bayesian framework for joint structure and colour based pixel-wise classification of grapevine proximal images. Comput. Electron. Agric. Florent Abdelghafour, Roxana-Gabriela Rosu, Barna Keresztes, Christian Germain, Jean-Pierre Da Costa
2019	—	`conf`	An Improved Feature Extraction Method for Texture Classification with Increased Noise Robustness. EUSIPCO Stefania Ramona Barburiceanu, Serban Meza, Christian Germain, Romulus Terebes
2019	—	`conf`	An ensemble learning approach for the classification of remote sensing scenes based on covariance pooling of CNN features. EUSIPCO Sara Akodad, Solène Vilfroy, Lionel Bombrun, Charles C. Cavalcante, Christian Germain, Yannick Berthoumieu
2019	J	`jnl`	Comparison of SIFT Encoded and Deep Learning Features for the Classification and Detection of Esca Disease in Bordeaux Vineyards. Remote. Sens. Florian Rançon, Lionel Bombrun, Barna Keresztes, Christian Germain
2019	—	`conf`	WineNote: an IoT project to enhance the wine taste. ICECS Guillaume Ferré, Marwane Rezzouki, Christian Germain, Nathalie Toulon
2018	J	`jnl`	A survey of exemplar-based texture synthesis methods. Comput. Vis. Image Underst. Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
2018	—	`conf`	Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. IPTA Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain
2018	J	`jnl`	Synthesis of arbitrary-shaped textures constrained by the structure tensor field. Signal Image Video Process. Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
2017	B	`conf`	Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. ICIP Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said
2017	J	`jnl`	Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
2017	—	`conf`	Two-Stage volumetric texture synthesis based on structural information. IPTA Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
2016	J	`jnl`	An M-Estimator for Robust Centroid Estimation on the Manifold of Covariance Matrices. IEEE Signal Process. Lett. Ioana Ilea, Lionel Bombrun, Romulus Terebes, Monica Borda, Christian Germain
2016	—	`conf`	An M-estimator for robust centroid estimation on the manifold of covariance matrices: Performance analysis and application to image classification. EUSIPCO Ioana Ilea, Hatem Hajri, Salem Said, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2016	Misc	`conf`	Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016	B	`conf`	Multiple features learning via rotation strategy. ICIP Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
2016	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016	C	`conf`	Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
2016	J	`jnl`	Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features. IEEE Trans. Geosci. Remote. Sens. Olivier Regniers, Lionel Bombrun, Virginie Lafon, Christian Germain
2016	—	`conf`	Texture image classification with Riemannian fisher vectors issued from a Laplacian model. IVMSP Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu
2016	B	`conf`	Texture image classification with Riemannian fisher vectors. ICIP Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu
2015	C	`conf`	Classification of oyster habitats by combining wavelet-based texture features and polarimetric SAR descriptors. IGARSS Olivier Regniers, Lionel Bombrun, Ioana Ilea, Virginie Lafon, Christian Germain
2015	J	`jnl`	Orientation-guided two-scale approach for the segmentation and quantitative description of woven bundles of fibers from three-dimensional tomographic images. J. Electronic Imaging Cédric Chapoullié, Jean-Pierre Da Costa, Michel Cataldi, Gérard Vignoles, Christian Germain
2015	C	`conf`	Statistical hypothesis test for maritime pine forest SAR images classification based on the geodesic distance. IGARSS Ioana Ilea, Lionel Bombrun, Christian Germain, Isabelle Champion, Romulus Terebes, Monica Borda
2015	B	`conf`	Statistical hypothesis test for robust classification on the space of covariance matrices. ICIP Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda
2015	J	`jnl`	Texture Synthesis Using the Structure Tensor. IEEE Trans. Image Process. Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
2015	C	`conf`	Texture-based forest cover classification using random forests and ensemble margin. IGARSS Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain
2015	—	`conf`	Two-stage Color Texture Synthesis using the Structure Tensor Field. GRAPP Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
2015	J	`jnl`	Wavelet-Based Texture Features for the Classification of Age Classes in a Maritime Pine Forest. IEEE Geosci. Remote. Sens. Lett. Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Christian Germain
2014	J	`jnl`	Maximum-Likelihood Based Synthesis of Volumetric Textures From a 2D Sample. IEEE Trans. Image Process. Radu-Dragos Urs, Jean-Pierre Da Costa, Christian Germain
2014	J	`jnl`	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. Isabelle Champion, Christian Germain, Jean-Pierre Da Costa, Arnaud Alborini, Pascale Dubois-Fernandez
2014	B	`conf`	Structure tensor based synthesis of directional textures for virtual material design. ICIP Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain
2014	C	`conf`	Wavelet based texture modeling for panchromatic very high resolution image classification: Application to oyster racks detection. IGARSS Olivier Regniers, Lionel Bombrun, Virginie Lafon, Aurélie Dehouck, Claire Tinel, Christian Germain
2014	C	`conf`	Wavelet based texture modeling for the classification of very high resolution maritime pine forest images. IGARSS Olivier Regniers, Lionel Bombrun, Dominique Guyon, Jean-Charles Samalens, Claire Tinel, Gilbert Grenier, Christian Germain
2013	—	`conf`	Estimating the distribution of 3D generalized cylinders angles from an image. EUSIPCO Jean-Pierre Da Costa, Stefan Oprean, Pierre Baylou, Christian Germain
2013	B	`conf`	Non-causal non-parametric multi-scale Markov Random Field synthesis of volumetric textures from a unique 2D sample. ICIP Radu-Dragos Urs, Jean-Pierre Da Costa, Christian Germain
2013	C	`conf`	Texture based image retrieval and classification of very high resolution maritime pine forest images. IGARSS Olivier Regniers, Jean-Pierre Da Costa, Gilbert Grenier, Christian Germain, Lionel Bombrun
2012	—	`conf`	A novel shock filter for image restoration and enhancement. EUSIPCO Romulus Terebes, Monica Borda, Christian Germain, Olivier Lavialle
2012	A	`conf`	Non-parametric synthesis of laminar volumetric textures from a 2D sample. BMVC Radu Urs, Jean-Pierre Da Costa, Jean-Marc Leyssale, Gérard Vignoles, Christian Germain
2012	J	`jnl`	Unsupervised segmentation based on Von Mises circular distributions for orientation estimation in textured images. J. Electronic Imaging Jean-Pierre Da Costa, Frédéric Galland, Antoine Roueff, Christian Germain
2010	—	`conf`	A novel 3D anisotropic diffusion filter. Three-Dimensional Image Processing (3DIP) and Applications Sorin I. Pop, Romulus Terebes, Jean-Pierre Da Costa, Christian Germain, Monica Borda, Cosmin Ludusan, Olivier Lavialle
2009	B	`conf`	Asymmetric anisotropic diffusion. ICIP Romulus Terebes, Olivier Lavialle, Christian Germain, Monica Borda, Sorin I. Pop
2009	Misc	`conf`	Joint linear-circular stochastic models for texture classification. ICASSP Marie-Cecile Peron, Jean-Pierre Da Costa, Youssef Stitou, Christian Germain, Yannick Berthoumieu
2008	J	`jnl`	Assessment of Texture Stationarity Using the Asymptotic Behavior of the Empirical Mean and Variance. IEEE Trans. Image Process. Rémy Blanc, Jean-Pierre Da Costa, Youssef Stitou, Pierre Baylou, Christian Germain
2008	J	`jnl`	Axis detection of cylindrical objects in three-dimensional images. J. Electronic Imaging Christianne Mulat, Marc Donias, Pierre Baylou, Gérard Vignoles, Christian Germain
2008	J	`jnl`	Optimal orientation estimators for detection of cylindrical objects. Signal Image Video Process. Christianne Mulat, Marc Donias, Pierre Baylou, Gérard Vignoles, Christian Germain
2007	—	`book`	Analyse d'images et de textures orientées appliquée à la caractérisation de matériaux et à la télédétection. (Image and Oriented Texture Analysis. Application to Material Characterization and Remote Sensing). Christian Germain
2007	J	`jnl`	Estimating local multiple orientations. Signal Process. Franck Michelet, Jean-Pierre Da Costa, Olivier Lavialle, Yannick Berthoumieu, Pierre Baylou, Christian Germain
2006	—	`conf`	Local Orientation Estimation in Corrupted Images. IWICPAS Franck Michelet, Jean-Pierre Da Costa, Pierre Baylou, Christian Germain
2005	J	`jnl`	A new adaptive framework for unbiased orientation estimation in textured images. Pattern Recognit. Franck Le Pouliquen, Jean-Pierre Da Costa, Christian Germain, Pierre Baylou
2004	—	`conf`	Local Multiple Orientation Estimation: Isotropic and Recursive Oriented Network. ICPR (1) Franck Michelet, Christian Germain, Pierre Baylou, Jean-Pierre Da Costa
2004	—	`conf`	Spectral Characterization of Orientation Data along Curvilinear Structures. ICPR (2) Jean-Pierre Da Costa, Christian Germain, Pierre Baylou
2003	J	`jnl`	Grundy coloring for power graphs. Electron. Notes Discret. Math. Christian Germain, Hamamache Kheddouci
2003	J	`jnl`	Multiscale estimation of vector field anisotropy application to texture characterization. Signal Process. Christian Germain, Jean-Pierre Da Costa, Olivier Lavialle, Pierre Baylou
2003	J	`jnl`	On the packing of two copies of a caterpillar in its third power. Discuss. Math. Graph Theory Christian Germain, Hamamache Kheddouci
2002	J	`jnl`	Linear Languages with a Nonassociative Concatenation. J. Autom. Lang. Comb. Christian Germain, Jean Marcel Pallo
2002	—	`conf`	Orientation Difference Statistics for Texture Description. ICPR (1) Jean-Pierre Da Costa, Christian Germain, Pierre Baylou
2002	—	`conf`	Scale-Adaptive Orientation Estimation. ICPR (1) Franck Le Pouliquen, Christian Germain, Pierre Baylou
2001	—	`conf`	Line orientation operator. ICIP (3) Franck Le Pouliquen, Christian Germain, Pierre Baylou
2001	—	`conf`	New operators for optimized orientation estimation. ICIP (3) Jean-Pierre Da Costa, Franck Le Pouliquen, Christian Germain, Pierre Baylou
2000	—	`conf`	Bias introduced by mean orientation estimation methods. EUSIPCO Jean-Pierre Da Costa, Christian Germain, Olivier Lavialle, Pierre Baylou
2000	J	`jnl`	Langages rationnels définis avec une concaténation non-associative. Theor. Comput. Sci. Christian Germain, Jean Marcel Pallo
2000	B	`conf`	Level Curve Tracking Algorithm for Textural Feature Extraction. ICPR Jean-Pierre Da Costa, Pierre Baylou, Christian Germain
2000	B	`conf`	Multiscale Estimation of Textural Features. Application to the Characterization of Texture Anisotropy. ICPR Christian Germain, Jean-Pierre Da Costa, Pierre Baylou
1997	—	`conf`	Multiscale Characterization of Texture Anistropy. ICIP (3) Christian Germain, Pierre Baylou
1996	J	`jnl`	The number of coverings in four catalan lattices. Int. J. Comput. Math. Christian Germain, Jean Marcel Pallo
1996	J	`jnl`	Two Shortest Path Metrics on Well-Formed Parentheses Strings. Inf. Process. Lett. Christian Germain, Jean Marcel Pallo