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ORCIDChristian Germain
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Books and Theses
- 2007
[b1]Christian Germain:
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). University of Bordeaux, France, 2007
Journal Articles
- 2023
- [j30]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): 847 (2023) - 2022
- [j29]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: 1-11 (2022) - 2020
- [j28]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): 3292 (2020) - [j27]Florent Abdelghafour, Barna Keresztes, Christian Germain, Jean-Pierre Da Costa:
In Field Detection of Downy Mildew Symptoms with Proximal Colour Imaging. Sensors 20(16): 4380 (2020) - 2019
- [j26]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: 345-357 (2019) - [j25]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): 1 (2019) - 2018
- [j24]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: 12-24 (2018) - [j23]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): 41-49 (2018) - 2017
- [j22]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): 4605-4613 (2017) - 2016
- [j21]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): 1255-1259 (2016) - [j20]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): 3722-3735 (2016) - [j19]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): 4971-4982 (2016) - 2015
- [j18]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): 061113 (2015) - [j17]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): 621-625 (2015) - [j16]Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain:
Texture Synthesis Using the Structure Tensor. IEEE Trans. Image Process. 24(11): 4082-4095 (2015) - 2014
- [j15]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): 5-9 (2014) - [j14]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): 1820-1830 (2014) - 2012
- [j13]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): 021102 (2012) - 2008
- [j12]Christianne Mulat, Marc Donias, Pierre Baylou, Gérard Vignoles, Christian Germain:
Axis detection of cylindrical objects in three-dimensional images. J. Electronic Imaging 17(3): 031108 (2008) - [j11]Christianne Mulat, Marc Donias, Pierre Baylou, Gérard Vignoles, Christian Germain:
Optimal orientation estimators for detection of cylindrical objects. Signal Image Video Process. 2(1): 51-58 (2008) - [j10]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): 1481-1490 (2008) - 2007
- [j9]Franck Michelet, Jean-Pierre Da Costa, Olivier Lavialle, Yannick Berthoumieu, Pierre Baylou, Christian Germain:
Estimating local multiple orientations. Signal Process. 87(7): 1655-1669 (2007) - 2005
- [j8]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): 2032-2046 (2005) - 2003
- [j7]Christian Germain, Hamamache Kheddouci:
On the packing of two copies of a caterpillar in its third power. Discuss. Math. Graph Theory 23(1): 105-115 (2003) - [j6]Christian Germain, Hamamache Kheddouci:
Grundy coloring for power graphs. Electron. Notes Discret. Math. 15: 65-67 (2003) - [j5]Christian Germain, Jean-Pierre Da Costa, Olivier Lavialle, Pierre Baylou:
Multiscale estimation of vector field anisotropy application to texture characterization. Signal Process. 83(7): 1487-1503 (2003) - 2002
- [j4]Christian Germain, Jean Marcel Pallo:
Linear Languages with a Nonassociative Concatenation. J. Autom. Lang. Comb. 7(3): 311-320 (2002) - 2000
- [j3]Christian Germain, Jean Marcel Pallo:
Langages rationnels définis avec une concaténation non-associative. Theor. Comput. Sci. 233(1-2): 217-231 (2000) - 1996
- [j2]Christian Germain, Jean Marcel Pallo:
The number of coverings in four catalan lattices. Int. J. Comput. Math. 61(1-2): 19-28 (1996) - [j1]Christian Germain, Jean Marcel Pallo:
Two Shortest Path Metrics on Well-Formed Parentheses Strings. Inf. Process. Lett. 60(6): 283-287 (1996)
Conference and Workshop Papers
- 2024
- [c46]Maxime Morisset, Marc Donias, Christian Germain:
Principal Curvatures as Pose-Invariant Features of Depth Maps for RGB-D Object Recognition. IPTA 2024: 1-6 - 2023
- [c45]Sara Akodad, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
A Gaussian mixture model with multiple tangent planes. EUSIPCO 2023: 950-954 - 2022
- [c44]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: 1081-1085 - [c43]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: 579-590 - [c42]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: 90-99 - 2020
- [c41]Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain:
A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. ICIP 2020: 493-497 - [c40]Sara Akodad, Lionel Bombrun, Yannick Berthoumieu, Christian Germain:
Cluster Kernel For Learning Similarities Between Symmetric Positive Definite Matrix Time Series. ICIP 2020: 3304-3308 - 2019
- [c39]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: 1-5 - [c38]Stefania Ramona Barburiceanu, Serban Meza, Christian Germain, Romulus Terebes:
An Improved Feature Extraction Method for Texture Classification with Increased Noise Robustness. EUSIPCO 2019: 1-5 - [c37]Guillaume Ferré, Marwane Rezzouki, Christian Germain, Nathalie Toulon:
WineNote: an IoT project to enhance the wine taste. ICECS 2019: 185-188 - 2018
- [c36]Sara Akodad, Lionel Bombrun, Charles Yaacoub, Yannick Berthoumieu, Christian Germain:
Image classification based on log-Euclidean Fisher Vectors for covariance matrix descriptors. IPTA 2018: 1-6 - 2017
- [c35]Yannick Berthoumieu, Lionel Bombrun, Christian Germain, Salem Said:
Classification approach based on the product of riemannian manifolds from Gaussian parametrization space. ICIP 2017: 206-210 - [c34]Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain:
Two-Stage volumetric texture synthesis based on structural information. IPTA 2017: 1-6 - 2016
- [c33]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: 2196-2200 - [c32]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: 1422-1426 - [c31]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain:
Multiple features learning via rotation strategy. ICIP 2016: 2206-2210 - [c30]Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda, Yannick Berthoumieu:
Texture image classification with Riemannian fisher vectors. ICIP 2016: 3543-3547 - [c29]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS 2016: 5126-5129 - [c28]Ioana Ilea, Lionel Bombrun, Christian Germain, Yannick Berthoumieu:
Texture image classification with Riemannian fisher vectors issued from a Laplacian model. IVMSP 2016: 1-5 - 2015
- [c27]Adib Akl, Charles Yaacoub, Marc Donias, Jean-Pierre Da Costa, Christian Germain:
Two-stage Color Texture Synthesis using the Structure Tensor Field. GRAPP 2015: 182-188 - [c26]Ioana Ilea, Lionel Bombrun, Christian Germain, Romulus Terebes, Monica Borda:
Statistical hypothesis test for robust classification on the space of covariance matrices. ICIP 2015: 271-275 - [c25]Samia Boukir, Olivier Regniers, Li Guo, Lionel Bombrun, Christian Germain:
Texture-based forest cover classification using random forests and ensemble margin. IGARSS 2015: 3072-3075 - [c24]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: 3215-3218 - [c23]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: 3890-3893 - 2014
- [c22]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: 4867-4871 - [c21]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: 2027-2030 - [c20]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: 5148-5151 - 2013
- [c19]Jean-Pierre Da Costa, Stefan Oprean, Pierre Baylou, Christian Germain:
Estimating the distribution of 3D generalized cylinders angles from an image. EUSIPCO 2013: 1-5 - [c18]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: 3181-3185 - [c17]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: 4038-4041 - 2012
- [c16]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: 1-11 - [c15]Romulus Terebes, Monica Borda, Christian Germain, Olivier Lavialle:
A novel shock filter for image restoration and enhancement. EUSIPCO 2012: 255-259 - 2010
- [c14]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: 752603 - 2009
- [c13]Marie-Cecile Peron, Jean-Pierre Da Costa, Youssef Stitou, Christian Germain, Yannick Berthoumieu:
Joint linear-circular stochastic models for texture classification. ICASSP 2009: 1073-1076 - [c12]Romulus Terebes, Olivier Lavialle, Christian Germain, Monica Borda, Sorin I. Pop:
Asymmetric anisotropic diffusion. ICIP 2009: 3889-3892 - 2006
- [c11]Franck Michelet, Jean-Pierre Da Costa, Pierre Baylou, Christian Germain:
Local Orientation Estimation in Corrupted Images. IWICPAS 2006: 349-358 - 2004
- [c10]Jean-Pierre Da Costa, Christian Germain, Pierre Baylou:
Spectral Characterization of Orientation Data along Curvilinear Structures. ICPR (2) 2004: 517-520 - [c9]Franck Michelet, Christian Germain, Pierre Baylou, Jean-Pierre Da Costa:
Local Multiple Orientation Estimation: Isotropic and Recursive Oriented Network. ICPR (1) 2004: 712-715 - 2002
- [c8]Jean-Pierre Da Costa, Christian Germain, Pierre Baylou:
Orientation Difference Statistics for Texture Description. ICPR (1) 2002: 652-655 - [c7]Franck Le Pouliquen, Christian Germain, Pierre Baylou:
Scale-Adaptive Orientation Estimation. ICPR (1) 2002: 688-691 - 2001
- [c6]Franck Le Pouliquen, Christian Germain, Pierre Baylou:
Line orientation operator. ICIP (3) 2001: 708-711 - [c5]Jean-Pierre Da Costa, Franck Le Pouliquen, Christian Germain, Pierre Baylou:
New operators for optimized orientation estimation. ICIP (3) 2001: 744-747 - 2000
- [c4]Jean-Pierre Da Costa, Christian Germain, Olivier Lavialle, Pierre Baylou:
Bias introduced by mean orientation estimation methods. EUSIPCO 2000: 1-4 - [c3]Jean-Pierre Da Costa, Pierre Baylou, Christian Germain:
Level Curve Tracking Algorithm for Textural Feature Extraction. ICPR 2000: 3921-3924 - [c2]Christian Germain, Jean-Pierre Da Costa, Pierre Baylou:
Multiscale Estimation of Textural Features. Application to the Characterization of Texture Anisotropy. ICPR 2000: 3935-3938 - 1997
- [c1]Christian Germain, Pierre Baylou:
Multiscale Characterization of Texture Anistropy. ICIP (3) 1997: 193-196
Coauthor Index
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