Franck Davoine

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 34

Top Venues

CoRR

Pattern Recognit.

BMVC

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Chenao Jiang, Julien Moreau, Franck Davoine
Event-Based Semantic-Aided Motion Segmentation. VISIGRAPP (4): VISAPP (2024)
Mathieu Cocheteux, Julien Moreau, Franck Davoine
MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration. CoRR (2024)
Vincent Brebion, Julien Moreau, Franck Davoine
Learning to Estimate Two Dense Depths from LiDAR and Event Data. SCIA (2) (2023)
Mathieu Cocheteux, Julien Moreau, Franck Davoine
PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration. CoRR (2023)
Vincent Brebion, Julien Moreau, Franck Davoine
Learning to Estimate Two Dense Depths from LiDAR and Event Data. CoRR (2023)
Mathieu Cocheteux, Julien Moreau, Franck Davoine
PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration. BMVC (2023)
Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui
Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown. CoRR (2023)
Vincent Brebion, Julien Moreau, Franck Davoine
Real-Time Optical Flow for Vehicular Perception With Low- and High-Resolution Event Cameras. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Fei Yang, Franck Davoine, Huan Wang, Zhong Jin
Continuous conditional random field convolution for point cloud segmentation. Pattern Recognit. 122 (2022)
Fei Yang, Franck Davoine, Huan Wang, Zhong Jin
Continuous Conditional Random Field Convolution for Point Cloud Segmentation. CoRR (2021)
Vincent Brebion, Julien Moreau, Franck Davoine
Real-Time Optical Flow for Vehicular Perception with Low- and High-Resolution Event Cameras. CoRR (2021)
Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui
Focal points and their implications for Möbius transforms and Dempster-Shafer Theory. Inf. Sci. 555 (2021)
Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li
Fusion of neural networks, for LIDAR-based evidential road mapping. CoRR (2021)
Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui
Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementation. CoRR (2021)
Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li
Fusion of neural networks, for LIDAR-based evidential road mapping. J. Field Robotics 38 (5) (2021)
Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui
Efficient exact computation of the conjunctive and disjunctive decompositions of D-S Theory for information fusion: Translation and extension. CoRR (2021)
Xuhong Li, Yves Grandvalet, Franck Davoine
A baseline regularization scheme for transfer learning with convolutional neural networks. Pattern Recognit. 98 (2020)
Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Han Zhang, Serge J. Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang
Transfer learning in computer vision tasks: Remember where you come from. Image Vis. Comput. 93 (2020)
Federico Camarda, Franck Davoine, Véronique Cherfaoui, Bruno Durand
Multisensor Tracking of Lane Boundaries based on Smart Sensor Fusion. IV (2020)
Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui
Focal points and their implications for Möbius Transforms and Dempster-Shafer Theory. CoRR (2020)
Franck Davoine, Éric Bonjour
Special issue on system of systems engineering. Syst. Eng. 22 (6) (2019)
Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui
Efficient Möbius Transformations and Their Applications to D-S Theory. SUM (2019)
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 Trans. Neural Networks Learn. Syst. 30 (3) (2019)
Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li
Evidential deep learning for arbitrary LIDAR object classification in the context of autonomous driving. IV (2019)
Xuhong Li, Franck Davoine, Yves Grandvalet
A Simple Weight Recall for Semantic Segmentation: Application to Urban Scenes. Intelligent Vehicles Symposium (2018)
Xuhong Li, Yves Grandvalet, Franck Davoine
Explicit Inductive Bias for Transfer Learning with Convolutional Networks. CoRR (2018)
Edouard Capellier, Franck Davoine, Vincent Frémont, Javier Ibañez-Guzmán, You Li
Evidential grid mapping, from asynchronous LIDAR scans and RGB images, for autonomous driving. ITSC (2018)
Xuhong Li, Yves Grandvalet, Franck Davoine
Explicit Inductive Bias for Transfer Learning with Convolutional Networks. ICML (2018)
Federico Camarda, Franck Davoine, Véronique Cherfaoui
Fusion of evidential occupancy grids for cooperative perception. SoSE (2018)
Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux
Evidential grammars: A compositional approach for scene understanding. Application to multimodal street data. Appl. Soft Comput. 61 (2017)
Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux
Evidential calibration of binary SVM classifiers. Int. J. Approx. Reason. 72 (2016)
Rudy Bunel, Franck Davoine, Philippe Xu
Detection of pedestrians at far distance. ICRA (2016)
Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux
Multimodal information fusion for urban scene understanding. Mach. Vis. Appl. 27 (3) (2016)
Philippe Xu, Franck Davoine, Thierry Denoeux
Evidential multinomial logistic regression for multiclass classifier calibration. FUSION (2015)
Philippe Xu, Franck Davoine, Thierry Denoeux
Evidential combination of pedestrian detectors. BMVC (2014)
Yingning Huang, Dingrui Duan, Jinshi Cui, Franck Davoine, Li Wang, Hongbin Zha
Joint estimation of head pose and visual focus of attention. ICIP (2014)
Yufeng Yu, Huijing Zhao, Franck Davoine, Jinshi Cui, Hongbin Zha
Monocular visual localization using road structural features. Intelligent Vehicles Symposium (2014)
Philippe Xu, Franck Davoine, Thierry Denoeux
Evidential Logistic Regression for Binary SVM Classifier Calibration. Belief Functions (2014)
Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Thierry Denoeux
Fusion d'informations pour la compréhension de scènes. Traitement du Signal 31 (1-2) (2014)
Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux
Evidential Grammars for Image Interpretation - Application to Multimodal Traffic Scene Understanding. IUKM (2013)
Mengwen He, Huijing Zhao, Franck Davoine, Jinshi Cui, Hongbin Zha
Pairwise LIDAR calibration using multi-type 3D geometric features in natural scene. IROS (2013)
Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux
Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding. MVA (2013)
Yingning Huang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha
Head pose based intention prediction using Discrete Dynamic Bayesian Network. ICDSC (2013)
Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang
Active learning based automatic face segmentation for kinect video. ICASSP (2013)
Zipei Fan, Zeliang Wang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha
Monocular Pedestrian Tracking from a Moving Vehicle. ACCV Workshops (2) (2012)
Wen Yao, Huijing Zhao, Franck Davoine, Hongbin Zha
Learning lane change trajectories from on-road driving data. Intelligent Vehicles Symposium (2012)
Yipu Zhao, Mengwen He, Huijing Zhao, Franck Davoine, Hongbin Zha
Computing object-based saliency in urban scenes using laser sensing. ICRA (2012)
Chao Wang, Huijing Zhao, Franck Davoine, Hongbin Zha
A system of automated training sample generation for visual-based car detection. IROS (2012)
Huijing Zhao, Chao Wang, Wen Yao, Franck Davoine, Jinshi Cui, Hongbin Zha
Omni-directional detection and tracking of on-road vehicles using multiple horizontal laser scanners. Intelligent Vehicles Symposium (2012)
Jixia Zhang, Haibo Wang, Franck Davoine, Chunhong Pan
Skin detection via linear regression tree. ICPR (2012)
Haibo Wang, Franck Davoine, Vincent Lepetit, Christophe Chaillou, Chunhong Pan
3-D Head Tracking via Invariant Keypoint Learning. IEEE Trans. Circuits Syst. Video Technol. 22 (8) (2012)
Shaoguo Liu, Haibo Wang, Jixia Zhang, Franck Davoine, Chunhong Pan
Softferns for homography estimation. ICIP (2011)
Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu
Hierarchical fusion of descriptor matching and L-K optical flow. ICIP (2011)
Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan
Color Prior for Feature-based 3D Head Tracking. MVA (2011)
Jixia Zhang, Franck Davoine, Chunhong Pan
An Active Appearance Model with a Derivative-Free Optimization. MVA (2009)
Fadi Dornaika, Franck Davoine
Simultaneous tracking and facial expression recognition using multiperson and multiclass autoregressive models. FG (2008)
Fadi Dornaika, Franck Davoine
Simultaneous Facial Action Tracking and Expression Recognition in the Presence of Head Motion. Int. J. Comput. Vis. 76 (3) (2008)
José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit
A linear estimation method for 3D pose and facial animation tracking. CVPR (2007)
José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit
Face tracking using canonical correlation analysis. VISAPP (2) (2007)
José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit
Linear Tracking of Pose and Facial Features. MVA (2007)
José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit
Local or Global 3D Face and Facial Feature Tracker. ICIP (1) (2007)
Fadi Dornaika, Franck Davoine
Facial Expression Recognition using Auto-regressive Models. ICPR (2) (2006)
Yisong Chen, Franck Davoine
Simultaneous Tracking of Rigid Head Motion and Non-rigid Facial Animation by Analyzing Local Features Statistically. BMVC (2006)
Romain Hérault, Franck Davoine, Yves Grandvalet
Head and Facial Action Tracking: Comparison of Two Robust Approaches. FGR (2006)
Fadi Dornaika, Franck Davoine
On Appearance Based Face and Facial Action Tracking. IEEE Trans. Circuits Syst. Video Technol. 16 (9) (2006)
Zhong Jin, Franck Davoine, Zhen Lou, Jing-Yu Yang
A Novel PCA-Based Bayes Classifier and Face Analysis. ICB (2006)
Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang, Franck Davoine
Digital watermarking robust to geometric distortions. IEEE Trans. Image Process. 14 (12) (2005)
Fadi Dornaika, Franck Davoine
View and texture-independent facial expression recognition in videos using dynamic programming. ICIP (2) (2005)
Soumya Hamlaoui, Franck Davoine
Facial Action Tracking Using an AAM-Based Condensation Approach. ICASSP (2) (2005)
Fadi Dornaika, Franck Davoine
Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter. ICCV (2005)
Fadi Dornaika, Franck Davoine
Facial expression recognition in continuous videos using linear discriminant analysis. MVA (2005)
Soumya Hamlaoui, Franck Davoine
Facial action tracking using particle filters and active appearance models. sOc-EUSAI (2005)
Fadi Dornaika, Franck Davoine
SFM for planar scenes using image derivatives. ICIP (3) (2005)
Hussein Joumaa, Franck Davoine
An ICA based algorithm for video watermarking. ICASSP (2) (2005)
Hussein Joumaa, Franck Davoine
Performance of an ICA video watermarking scheme using informed techniques. ICIP (1) (2005)
Bouchra Abboud, Franck Davoine
Appearance Factorization based Facial Expression Recognition and Synthesis. ICPR (4) (2004)
Fadi Dornaika, Franck Davoine
Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters. CVPR Workshops (2004)
Zhong Jin, Franck Davoine, Zhen Lou
An Effective EM Algorithm for PCA Mixture Model. SSPR/SPR (2004)
Bouchra Abboud, Franck Davoine
Appearance factorization for facial expression analysis. BMVC (2004)
Fadi Dornaika, Franck Davoine
Online Appearance-Based Face and Facial Feature Tracking. ICPR (3) (2004)
Zhong Jin, Franck Davoine
Orthogonal ICA representation of images. ICARCV (2004)
Bouchra Abboud, Franck Davoine, Mô Dang
Facial expression recognition and synthesis based on an appearance model. Signal Process. Image Commun. 19 (8) (2004)
Bouchra Abboud, Franck Davoine, Mô Dang
Expressive face recognition and synthesis. CVPR Workshops (2003)
Bouchra Abboud, Franck Davoine, Mô Dang
Statistical modeling for facial expression analysis and synthesis. ICIP (1) (2003)
Séverine Dubuisson, Franck Davoine
Facial expression recognition by combination of classifiers. EUSIPCO (2002)
Séverine Dubuisson, Franck Davoine, Mylène Masson
A solution for facial expression representation and recognition. Signal Process. Image Commun. 17 (9) (2002)
Séverine Dubuisson, Franck Davoine, Jean Pierre Cocquerez
Automatic Facial Feature Extraction and Facial Expression Recognition. AVBPA (2001)
Franck Davoine
Comparison of Two Wavelet Based Image Watermarking Schemes. ICIP (2000)
Franck Davoine
Triangular meshes: A solution to resist to geometric distortions based watermark-removal softwares. EUSIPCO (2000)
Séverine Dubuisson, Franck Davoine
Motion Compensation Using Adaptive Rectangular Partitions. ICIP (1) (1999)
Patrick Bas, Jean-Marc Chassery, Franck Davoine
Geometrical and frequential watermarking scheme using similarities. Security and Watermarking of Multimedia Contents (1999)
Patrick Bas, Jean-Marc Chassery, Franck Davoine
Using the Fractal Code to Watermark Images. ICIP (1) (1998)
Patrick Bas, Jean-Marc Chassery, Franck Davoine
Self-similarity based image watermarking. EUSIPCO (1998)
Charles Kervrann, Franck Davoine, Patrick Pérez, Robert Forchheimer, Claude Labit
Generalized likelihood ratio-based face detection and extraction of mouth features. Pattern Recognit. Lett. 18 (9) (1997)
Charles Kervrann, Franck Davoine, Patrick Pérez, Haibo Li, Robert Forchheimer, Claude Labit
Generalized Likelihood Ratio-based Face Detection and Extraction of Mouth Features. AVBPA (1997)
Franck Davoine, Haibo Li, Robert Forchheimer
Video Compression and Person Authentication. AVBPA (1997)
Franck Davoine, Marc Antonini, Jean-Marc Chassery, Michel Barlaud
Fractal image compression based on Delaunay triangulation and vector quantization. IEEE Trans. Image Process. 5 (2) (1996)
Franck Davoine, John Svensson, Jean-Marc Chassery
A mixed triangular and quadrilateral partition for fractal image coding. ICIP (3) (1995)
Franck Davoine, Jean-Marc Chassery
Adaptive Delaunay triangulation for attractor image coding. ICPR (1) (1994)

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Publication Activity (10 Years)

Top Topics

Top Venues

Franck Davoine