Franck Davoine

According to our database, Franck Davoine authored at least 94 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Event-Based Semantic-Aided Motion Segmentation.

Chenao Jiang, Julien Moreau, Franck Davoine

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

GroCo: Ground Constraint for Metric Self-supervised Monocular Depth.

Aurélien Cecille, Stefan Duffner, Franck Davoine, Thibault Neveu, Rémi Agier

Proceedings of the Computer Vision - ECCV 2024, 2024

MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration.

Mathieu Cocheteux, Julien Moreau, Franck Davoine

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown.

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

CoRR, 2023

Learning to Estimate Two Dense Depths from LiDAR and Event Data.

Vincent Brebion, Julien Moreau, Franck Davoine

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration.

Mathieu Cocheteux, Julien Moreau, Franck Davoine

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Real-Time Optical Flow for Vehicular Perception With Low- and High-Resolution Event Cameras.

Vincent Brebion, Julien Moreau, Franck Davoine

IEEE Trans. Intell. Transp. Syst., 2022

Continuous conditional random field convolution for point cloud segmentation.

Fei Yang, Franck Davoine, Huan Wang, Zhong Jin

Pattern Recognit., 2022

2021

Fusion of neural networks, for LIDAR-based evidential road mapping.

Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li

J. Field Robotics, 2021

Focal points and their implications for Möbius transforms and Dempster-Shafer Theory.

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

Inf. Sci., 2021

Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementation.

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

CoRR, 2021

Efficient exact computation of the conjunctive and disjunctive decompositions of D-S Theory for information fusion: Translation and extension.

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

CoRR, 2021

2020

A baseline regularization scheme for transfer learning with convolutional neural networks.

Xuhong Li, Yves Grandvalet, Franck Davoine

Pattern Recognit., 2020

Transfer learning in computer vision tasks: Remember where you come from.

Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Han Zhang, Serge J. Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang

Image Vis. Comput., 2020

Multisensor Tracking of Lane Boundaries based on Smart Sensor Fusion.

Federico Camarda, Franck Davoine, Véronique Cherfaoui, Bruno Durand

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019

A Fast and Accurate Matrix Completion Method Based on QR Decomposition and $L_{2, 1}$ -Norm Minimization.

Qing Liu, Franck Davoine, Jian Yang, Ying Cui, Zhong Jin, Fei Han

IEEE Trans. Neural Networks Learn. Syst., 2019

Special issue on system of systems engineering.

Franck Davoine, Éric Bonjour

Syst. Eng., 2019

Efficient Möbius Transformations and Their Applications to D-S Theory.

Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui

Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019

Evidential deep learning for arbitrary LIDAR object classification in the context of autonomous driving.

Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018

Fusion of evidential occupancy grids for cooperative perception.

Federico Camarda, Franck Davoine, Véronique Cherfaoui

Proceedings of the 13th Annual Conference on System of Systems Engineering, 2018

A Simple Weight Recall for Semantic Segmentation: Application to Urban Scenes.

Xuhong Li, Franck Davoine, Yves Grandvalet

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Evidential grid mapping, from asynchronous LIDAR scans and RGB images, for autonomous driving.

Edouard Capellier, Franck Davoine, Vincent Frémont, Javier Ibañez-Guzmán, You Li

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Explicit Inductive Bias for Transfer Learning with Convolutional Networks.

Xuhong Li, Yves Grandvalet, Franck Davoine

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Evidential grammars: A compositional approach for scene understanding. Application to multimodal street data.

Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux

Appl. Soft Comput., 2017

2016

Multimodal information fusion for urban scene understanding.

Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux

Mach. Vis. Appl., 2016

Evidential calibration of binary SVM classifiers.

Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux

Int. J. Approx. Reason., 2016

Detection of pedestrians at far distance.

Rudy Bunel, Franck Davoine, Philippe Xu

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015

Evidential multinomial logistic regression for multiclass classifier calibration.

Philippe Xu, Franck Davoine, Thierry Denoeux

Proceedings of the 18th International Conference on Information Fusion, 2015

2014

Fusion d'informations pour la compréhension de scènes.

Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Thierry Denoeux

Traitement du Signal, 2014

Monocular visual localization using road structural features.

Yufeng Yu, Huijing Zhao, Franck Davoine, Jinshi Cui, Hongbin Zha

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Joint estimation of head pose and visual focus of attention.

Yingning Huang, Dingrui Duan, Jinshi Cui, Franck Davoine, Li Wang, Hongbin Zha

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Evidential combination of pedestrian detectors.

Philippe Xu, Franck Davoine, Thierry Denoeux

Proceedings of the British Machine Vision Conference, 2014

Evidential Logistic Regression for Binary SVM Classifier Calibration.

Philippe Xu, Franck Davoine, Thierry Denoeux

Proceedings of the Belief Functions: Theory and Applications, 2014

2013

Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding.

Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Evidential Grammars for Image Interpretation - Application to Multimodal Traffic Scene Understanding.

Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2013

Pairwise LIDAR calibration using multi-type 3D geometric features in natural scene.

Mengwen He, Huijing Zhao, Franck Davoine, Jinshi Cui, Hongbin Zha

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Head pose based intention prediction using Discrete Dynamic Bayesian Network.

Yingning Huang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha

Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Active learning based automatic face segmentation for kinect video.

Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

3-D Head Tracking via Invariant Keypoint Learning.

Haibo Wang, Franck Davoine, Vincent Lepetit, Christophe Chaillou, Chunhong Pan

IEEE Trans. Circuits Syst. Video Technol., 2012

Omni-directional detection and tracking of on-road vehicles using multiple horizontal laser scanners.

Huijing Zhao, Chao Wang, Wen Yao, Franck Davoine, Jinshi Cui, Hongbin Zha

Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Learning lane change trajectories from on-road driving data.

Wen Yao, Huijing Zhao, Franck Davoine, Hongbin Zha

Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

A system of automated training sample generation for visual-based car detection.

Chao Wang, Huijing Zhao, Franck Davoine, Hongbin Zha

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Computing object-based saliency in urban scenes using laser sensing.

Yipu Zhao, Mengwen He, Huijing Zhao, Franck Davoine, Hongbin Zha

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Skin detection via linear regression tree.

Jixia Zhang, Haibo Wang, Franck Davoine, Chunhong Pan

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Monocular Pedestrian Tracking from a Moving Vehicle.

Zipei Fan, Zeliang Wang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha

Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011

Color Prior for Feature-based 3D Head Tracking.

Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Hierarchical fusion of descriptor matching and L-K optical flow.

Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Softferns for homography estimation.

Shaoguo Liu, Haibo Wang, Jixia Zhang, Franck Davoine, Chunhong Pan

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2009

An Active Appearance Model with a Derivative-Free Optimization.

Jixia Zhang, Franck Davoine, Chunhong Pan

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

2008

Simultaneous Facial Action Tracking and Expression Recognition in the Presence of Head Motion.

Fadi Dornaika, Franck Davoine

Int. J. Comput. Vis., 2008

Simultaneous tracking and facial expression recognition using multiperson and multiclass autoregressive models.

Fadi Dornaika, Franck Davoine

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007

Face tracking using canonical correlation analysis.

José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Linear Tracking of Pose and Facial Features.

José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Local or Global 3D Face and Facial Feature Tracker.

José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit

Proceedings of the International Conference on Image Processing, 2007

A linear estimation method for 3D pose and facial animation tracking.

José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

On Appearance Based Face and Facial Action Tracking.

Fadi Dornaika, Franck Davoine

IEEE Trans. Circuits Syst. Video Technol., 2006

Facial Expression Recognition using Auto-regressive Models.

Fadi Dornaika, Franck Davoine

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Novel PCA-Based Bayes Classifier and Face Analysis.

Zhong Jin, Franck Davoine, Zhen Lou, Jing-Yu Yang

Proceedings of the Advances in Biometrics, International Conference, 2006

Head and Facial Action Tracking: Comparison of Two Robust Approaches.

Romain Hérault, Franck Davoine, Yves Grandvalet

Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Simultaneous Tracking of Rigid Head Motion and Non-rigid Facial Animation by Analyzing Local Features Statistically.

Yisong Chen, Franck Davoine

Proceedings of the British Machine Vision Conference 2006, 2006

2005

Digital watermarking robust to geometric distortions.

Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang, Franck Davoine

IEEE Trans. Image Process., 2005

Facial expression recognition in continuous videos using linear discriminant analysis.

Fadi Dornaika, Franck Davoine

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Performance of an ICA video watermarking scheme using informed techniques.

Hussein Joumaa, Franck Davoine

Proceedings of the 2005 International Conference on Image Processing, 2005

SFM for planar scenes using image derivatives.

Fadi Dornaika, Franck Davoine

Proceedings of the 2005 International Conference on Image Processing, 2005

View and texture-independent facial expression recognition in videos using dynamic programming.

Fadi Dornaika, Franck Davoine

Proceedings of the 2005 International Conference on Image Processing, 2005

Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter.

Fadi Dornaika, Franck Davoine

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

An ICA based algorithm for video watermarking.

Hussein Joumaa, Franck Davoine

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Facial Action Tracking Using an AAM-Based Condensation Approach.

Soumya Hamlaoui, Franck Davoine

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Facial action tracking using particle filters and active appearance models.

Soumya Hamlaoui, Franck Davoine

Proceedings of the 2005 joint conference on Smart objects and ambient intelligence, 2005

2004

Facial expression recognition and synthesis based on an appearance model.

Bouchra Abboud, Franck Davoine, Mô Dang

Signal Process. Image Commun., 2004

An Effective EM Algorithm for PCA Mixture Model.

Zhong Jin, Franck Davoine, Zhen Lou

Proceedings of the Structural, 2004

Online Appearance-Based Face and Facial Feature Tracking.

Fadi Dornaika, Franck Davoine

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Appearance Factorization based Facial Expression Recognition and Synthesis.

Bouchra Abboud, Franck Davoine

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Orthogonal ICA representation of images.

Zhong Jin, Franck Davoine

Proceedings of the 8th International Conference on Control, 2004

Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters.

Fadi Dornaika, Franck Davoine

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Appearance factorization for facial expression analysis.

Bouchra Abboud, Franck Davoine

Proceedings of the British Machine Vision Conference, 2004

2003

Statistical modeling for facial expression analysis and synthesis.

Bouchra Abboud, Franck Davoine, Mô Dang

Proceedings of the 2003 International Conference on Image Processing, 2003

Expressive face recognition and synthesis.

Bouchra Abboud, Franck Davoine, Mô Dang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002

A solution for facial expression representation and recognition.

Séverine Dubuisson, Franck Davoine, Mylène Masson

Signal Process. Image Commun., 2002

Facial expression recognition by combination of classifiers.

Séverine Dubuisson, Franck Davoine

Proceedings of the 11th European Signal Processing Conference, 2002

2001

Automatic Facial Feature Extraction and Facial Expression Recognition.

Séverine Dubuisson, Franck Davoine, Jean Pierre Cocquerez

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000

Comparison of Two Wavelet Based Image Watermarking Schemes.

Franck Davoine

Proceedings of the 2000 International Conference on Image Processing, 2000

Triangular meshes: A solution to resist to geometric distortions based watermark-removal softwares.

Franck Davoine

Proceedings of the 10th European Signal Processing Conference, 2000

1999

Geometrical and frequential watermarking scheme using similarities.

Patrick Bas, Jean-Marc Chassery, Franck Davoine

Proceedings of the Security and Watermarking of Multimedia Contents, 1999

Motion Compensation Using Adaptive Rectangular Partitions.

Séverine Dubuisson, Franck Davoine

Proceedings of the 1999 International Conference on Image Processing, 1999

1998

Using the Fractal Code to Watermark Images.

Patrick Bas, Jean-Marc Chassery, Franck Davoine

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Self-similarity based image watermarking.

Patrick Bas, Jean-Marc Chassery, Franck Davoine

Proceedings of the 9th European Signal Processing Conference, 1998

1997

Generalized likelihood ratio-based face detection and extraction of mouth features.

Charles Kervrann, Franck Davoine, Patrick Pérez, Robert Forchheimer, Claude Labit

Pattern Recognit. Lett., 1997

Generalized Likelihood Ratio-based Face Detection and Extraction of Mouth Features.

Charles Kervrann, Franck Davoine, Patrick Pérez, Haibo Li, Robert Forchheimer, Claude Labit

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

Video Compression and Person Authentication.

Franck Davoine, Haibo Li, Robert Forchheimer

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996

Fractal image compression based on Delaunay triangulation and vector quantization.

Franck Davoine, Marc Antonini, Jean-Marc Chassery, Michel Barlaud

IEEE Trans. Image Process., 1996

1995

Compression d'images par fractales basée sur la triangulation de Delaunay. (Fractal image compression based on delaunay triangulation).

Franck Davoine

PhD thesis, 1995

A mixed triangular and quadrilateral partition for fractal image coding.

Franck Davoine, John Svensson, Jean-Marc Chassery

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994

Adaptive Delaunay triangulation for attractor image coding.

Franck Davoine, Jean-Marc Chassery

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994