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- | ====== Some recent publications ====== | + | PhD - // |
+ | HDR - //Face analysis, outdoor scene perception : some contributions.// | ||
- | * On [[https:// | + | ==== ⇒ News ==== |
- | * On [[https://orcid.org/ | + | Our paper - //Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao and Thierry Denoeux, " |
- | * On [[https://www.scopus.com/authid/detail.uri? | + | Our paper - //Mathieu Cocheteux, Julien Moreau, Franck Davoine. " |
- | * On [[https:// | + | \\ |
- | * On [[https:// | + | ====== Last publications ====== |
- | * On [[https:// | + | | [[https:// |
+ | | | [[https:// | ||
+ | | [[https:// | ||
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- | * Xuhong Li, Yves Grandvalet, Franck Davoine. **A Baseline Regularization Scheme for Transfer Learning with Convolutional Neural Networks**. < | ||
- | * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Efficient Möbius Transformations and their applications to Dempster-Shafer Theory**. < | + | * Chenao Jiang, Julien Moreau, Franck Davoine. **Event-based Semantic-aided Motion Segmentation**. In Proceedings of the 19th VISAPP |
- | * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. Transformation-adversarial network for road detection in LIDAR rings. 11th IEEE < | + | * Mathieu Cocheteux, Julien Moreau, Franck Davoine. |
- | * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Calcul exact de faible complexité des décompositions conjonctive et disjonctive pour la fusion d' | + | * Vincent Brebion, Julien Moreau, Franck Davoine. **Learning to estimate two dense depths from LiDAR and event data**, SCIA - 22nd Scandinavian Conference on Image Analysis, Levi, Finland, April 18-21, **2023** [[https:// |
- | * Edouard Capellier, Franck Davoine, Véronique Cherfaoui. **Apprentissage profond pour la classification évidentielle d’objets LIDAR arbitraires, | + | * ◉ Vincent Brebion, Julien Moreau, Franck Davoine. **Real-time optical flow for vehicular perception with low- and high-resolution event cameras**. IEEE Transactions on Intelligent Transportation Systems, 23(9), pages 15066-15078, September |
- | * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Evidential deep learning for arbitrary Lidar object classification in the context of autonomous driving**. The 30th < | + | * Vincent Brebion, Julien Moreau, Franck Davoine. **Estimation de flot optique basé évènements en temps réel**. RFIAP - Congrès de Reconnaissance des Formes, Image, Apprentissage et Perception, Vannes, France, |
- | * Qing Liu, Franck Davoine, | + | * Maxime Chaveroche, Franck Davoine, |
- | * Edouard Capellier, Franck Davoine, | + | * ◉ Fei Yang, Franck Davoine, |
- | * Federico Camarda, Franck Davoine, Véronique Cherfaoui. **Fusion of evidential occupancy grids for cooperative perception**. < | + | * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. |
- | * Xuhong Li, Franck Davoine, | + | * Maxime Chaveroche, Franck Davoine, |
- | * Xuhong Li, Yves Grandvalet, Franck Davoine, **Explicit Inductive Bias for Transfer Learning with Convolutional Networks**. The 35th < | + | * ◉ Édouard Capellier, Franck Davoine, |
- | * Jean-Baptiste Bordes, Franck Davoine, | + | * ◉ Maxime Chaveroche, Franck Davoine, |
- | * Philippe Xu, Franck Davoine, | + | * Federico Camarda, Franck Davoine, |
- | * Rudy Bunel, Franck Davoine, | + | * ◉ Xuhong Li, Yves Grandvalet, Franck Davoine, |
- | * Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux, | + | * ◉ Xuhong Li, Yves Grandvalet, Franck Davoine. **A baseline regularization scheme for transfer learning with convolutional neural networks**. Pattern Recognition, Vol. 98, Elsevier, |
- | * Philippe Xu, Franck Davoine, | + | * ◉ Franck Davoine, |
- | * Philippe Xu, Franck Davoine, | + | * Maxime Chaveroche, Franck Davoine, |
- | * Philippe Xu, Franck Davoine, | + | * Édouard Capellier, Franck Davoine, |
- | * Yingning Huang, Dingrui Duan, Jinshi Cui, Franck Davoine, Li Wang, Hongbin Zha. **Joint estimation of head pose and visual focus of attention**, | + | |
+ | |||
+ | * Édouard Capellier, Franck Davoine, Véronique Cherfaoui. **Apprentissage profond pour la classification évidentielle d’objets LIDAR arbitraires, | ||
+ | |||
+ | * Édouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Evidential deep learning for arbitrary Lidar object classification in the context of autonomous driving**. The 30th IEEE IV - Intelligent Vehicles Symposium, Paris, France, June 9-12, **2019**. (oral presentation) [[https:// | ||
+ | |||
+ | * ◉ Qing Liu, Franck Davoine, Jian Yang, Ying Cui, Zhong Jin, Fei Han. **A fast and accurate matrix completion method based on QR decomposition and L_(2,1) norm minimization**. IEEE Transactions on Neural Networks and Learning Systems, 30(3), Pages 803-817, March **2019**. [[https:// | ||
+ | |||
+ | * Édouard Capellier, Franck Davoine, Vincent Fremont, Javier Ibanez-Guzman, | ||
+ | |||
+ | * Federico Camarda, Franck Davoine, Véronique Cherfaoui. **Fusion of evidential occupancy grids for cooperative perception**. IEEE SoSE - 13th Intl. System of Systems Engineering Conference, June 19-22, **2018**, Paris, France. | ||
+ | |||
+ | * Xuhong Li, Franck Davoine, Yves Grandvalet, **A simple weight recall for semantic segmentation: | ||
+ | |||
+ | * Xuhong Li, Yves Grandvalet, Franck Davoine, **Explicit inductive bias for transfer learning with convolutional networks**. The 35th ICML - International Conference on Machine Learning, Stockholm, Sweden, July 10-15, **2018**. [[https:// | ||
+ | |||
+ | * ◉ Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux. **Evidential grammars: a compositional approach for scene understanding. Application to multimodal street data**. Applied Soft Computing, Elsevier, Volume 61, Pages 1173-1185, December **2017**. [[https:// | ||
+ | |||
+ | * ◉ Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux. **Multimodal information fusion for urban scene understanding**. Machine Vision and Applications, | ||
+ | |||
+ | * Rudy Bunel, Franck Davoine, Philippe Xu. **Detection of pedestrians at far distance**. In Proceedings of the IEEE ICRA - International Conference on Robotics and Automation, Stockholm, Sweden, May 16-21, **2016**. [[https:// | ||
+ | |||
+ | * ◉ Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux, **Evidential calibration of binary SVM classifiers**, | ||
+ | |||
+ | * Philippe Xu, Franck Davoine, Thierry Denoeux. **Evidential multinomial logistic regression for multiclass classifier calibration**. In Proceedings of the 18th FUSION - International Conference on Information Fusion, Washington, D.C., July 6-9, **2015**. | ||
+ | |||
+ | * Philippe Xu, Franck Davoine, Thierry Denoeux. **Evidential logistic regression for binary SVM classifier calibration**. In F. Cuzzolin, editor, Belief Functions: Theory and Applications. Proceedings of the 3rd BELIEF - International Conference on Belief Functions, Springer, LNCS 8764, pages 49-57, Oxford, UK, September 26-28, **2014**. (Best student paper award). | ||
+ | |||
+ | * Philippe Xu, Franck Davoine, Thierry Denoeux. **Evidential combination of pedestrian detectors**. In Proceedings of the 25th BMVC - British Machine Vision Conference, Nottingham, UK, September 1-5, **2014**. (oral presentation). | ||
+ | |||
+ | | ||
* Philippe Xu, Franck Davoine and Thierry Denoeux. **Transformation de scores SVM en fonctions de croyance**. RFIA - 19ième congrès national sur la Reconnaissance de Formes et l' | * Philippe Xu, Franck Davoine and Thierry Denoeux. **Transformation de scores SVM en fonctions de croyance**. RFIA - 19ième congrès national sur la Reconnaissance de Formes et l' | ||
- | * Philippe Xu, Franck Davoine, Jean-Baptiste Bordes and Thierry Denoeux. **Fusion d' | + | * ◉ Philippe Xu, Franck Davoine, Jean-Baptiste Bordes and Thierry Denoeux. **Fusion d' |
- | * Jean-Baptiste Bordes, Ph. Xu, Franck Davoine, Huijing Zhao and Thierry Denoeux. **Information | + | * Jean-Baptiste Bordes, Ph. Xu, Franck Davoine, Huijing Zhao and Thierry Denoeux. **Information |
- | * Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux, **Evidential | + | * Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux, **Evidential |
- | * Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang, **Active learning based automatic face segmentation for kinect video**. IEEE < | + | * Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang, **Active learning based automatic face segmentation for kinect video**. IEEE ICASSP, May **2013**. |
+ | |||
+ | * Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao and Thierry Denoeux, **Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding**, | ||
* Philippe Xu, Franck Davoine, Thierry Denoeux and Jean-Baptiste Bordes. **Fusion d’informations sur des images sur-segmentées: | * Philippe Xu, Franck Davoine, Thierry Denoeux and Jean-Baptiste Bordes. **Fusion d’informations sur des images sur-segmentées: | ||
- | * Haibo Wang, Franck Davoine, Vincent Lepetit, Christophe Chaillou, and C. Pan, **3D Head Tracking | + | * ◉ Haibo Wang, Franck Davoine, Vincent Lepetit, Christophe Chaillou, and C. Pan, **3D head tracking |
- | * Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu, **Hierarchical | + | * Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu, **Hierarchical |
- | * Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan, **Color prior for feature based 3D head tracking**, IAPR < | + | * Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan, **Color prior for feature based 3D head tracking**, IAPR MVA - International Conference on Machine Vision Applications, |
--- | --- | ||
- | * Book: Tatouage de documents audiovisuels numériques, | + | |
+ | |||
+ | |