Franck Davoine

According to our database1, Franck Davoine authored at least 91 papers between 1994 and 2023.

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Bibliography

2023
Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown.
CoRR, 2023

Learning to Estimate Two Dense Depths from LiDAR and Event Data.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration.
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.
IEEE Trans. Intell. Transp. Syst., 2022

Continuous conditional random field convolution for point cloud segmentation.
Pattern Recognit., 2022

2021
Fusion of neural networks, for LIDAR-based evidential road mapping.
J. Field Robotics, 2021

Focal points and their implications for Möbius transforms and Dempster-Shafer Theory.
Inf. Sci., 2021

Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementation.
CoRR, 2021

Efficient exact computation of the conjunctive and disjunctive decompositions of D-S Theory for information fusion: Translation and extension.
CoRR, 2021

2020
A baseline regularization scheme for transfer learning with convolutional neural networks.
Pattern Recognit., 2020

Transfer learning in computer vision tasks: Remember where you come from.
Image Vis. Comput., 2020

Multisensor Tracking of Lane Boundaries based on Smart Sensor Fusion.
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.
IEEE Trans. Neural Networks Learn. Syst., 2019

Special issue on system of systems engineering.
Syst. Eng., 2019

Efficient Möbius Transformations and Their Applications to D-S Theory.
Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019

Evidential deep learning for arbitrary LIDAR object classification in the context of autonomous driving.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018
Fusion of evidential occupancy grids for cooperative perception.
Proceedings of the 13th Annual Conference on System of Systems Engineering, 2018

A Simple Weight Recall for Semantic Segmentation: Application to Urban Scenes.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Evidential grid mapping, from asynchronous LIDAR scans and RGB images, for autonomous driving.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Explicit Inductive Bias for Transfer Learning with Convolutional Networks.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Evidential grammars: A compositional approach for scene understanding. Application to multimodal street data.
Appl. Soft Comput., 2017

2016
Multimodal information fusion for urban scene understanding.
Mach. Vis. Appl., 2016

Evidential calibration of binary SVM classifiers.
Int. J. Approx. Reason., 2016

Detection of pedestrians at far distance.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Evidential multinomial logistic regression for multiclass classifier calibration.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Fusion d'informations pour la compréhension de scènes.
Traitement du Signal, 2014

Monocular visual localization using road structural features.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Joint estimation of head pose and visual focus of attention.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Evidential combination of pedestrian detectors.
Proceedings of the British Machine Vision Conference, 2014

Evidential Logistic Regression for Binary SVM Classifier Calibration.
Proceedings of the Belief Functions: Theory and Applications, 2014

2013
Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Evidential Grammars for Image Interpretation - Application to Multimodal Traffic Scene Understanding.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2013

Pairwise LIDAR calibration using multi-type 3D geometric features in natural scene.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Head pose based intention prediction using Discrete Dynamic Bayesian Network.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Active learning based automatic face segmentation for kinect video.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
3-D Head Tracking via Invariant Keypoint Learning.
IEEE Trans. Circuits Syst. Video Technol., 2012

Omni-directional detection and tracking of on-road vehicles using multiple horizontal laser scanners.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Learning lane change trajectories from on-road driving data.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

A system of automated training sample generation for visual-based car detection.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Computing object-based saliency in urban scenes using laser sensing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Skin detection via linear regression tree.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Monocular Pedestrian Tracking from a Moving Vehicle.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Color Prior for Feature-based 3D Head Tracking.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Hierarchical fusion of descriptor matching and L-K optical flow.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Softferns for homography estimation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2009
An Active Appearance Model with a Derivative-Free Optimization.
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.
Int. J. Comput. Vis., 2008

Simultaneous tracking and facial expression recognition using multiperson and multiclass autoregressive models.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Face tracking using canonical correlation analysis.
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.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Local or Global 3D Face and Facial Feature Tracker.
Proceedings of the International Conference on Image Processing, 2007

A linear estimation method for 3D pose and facial animation tracking.
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.
IEEE Trans. Circuits Syst. Video Technol., 2006

Facial Expression Recognition using Auto-regressive Models.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Novel PCA-Based Bayes Classifier and Face Analysis.
Proceedings of the Advances in Biometrics, International Conference, 2006

Head and Facial Action Tracking: Comparison of Two Robust Approaches.
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.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Digital watermarking robust to geometric distortions.
IEEE Trans. Image Process., 2005

Facial expression recognition in continuous videos using linear discriminant analysis.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Performance of an ICA video watermarking scheme using informed techniques.
Proceedings of the 2005 International Conference on Image Processing, 2005

SFM for planar scenes using image derivatives.
Proceedings of the 2005 International Conference on Image Processing, 2005

View and texture-independent facial expression recognition in videos using dynamic programming.
Proceedings of the 2005 International Conference on Image Processing, 2005

Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

An ICA based algorithm for video watermarking.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Facial Action Tracking Using an AAM-Based Condensation Approach.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Facial action tracking using particle filters and active appearance models.
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence, 2005

2004
Facial expression recognition and synthesis based on an appearance model.
Signal Process. Image Commun., 2004

An Effective EM Algorithm for PCA Mixture Model.
Proceedings of the Structural, 2004

Online Appearance-Based Face and Facial Feature Tracking.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Appearance Factorization based Facial Expression Recognition and Synthesis.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Orthogonal ICA representation of images.
Proceedings of the 8th International Conference on Control, 2004

Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Appearance factorization for facial expression analysis.
Proceedings of the British Machine Vision Conference, 2004

2003
Statistical modeling for facial expression analysis and synthesis.
Proceedings of the 2003 International Conference on Image Processing, 2003

Expressive face recognition and synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
A solution for facial expression representation and recognition.
Signal Process. Image Commun., 2002

Facial expression recognition by combination of classifiers.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Automatic Facial Feature Extraction and Facial Expression Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000
Comparison of Two Wavelet Based Image Watermarking Schemes.
Proceedings of the 2000 International Conference on Image Processing, 2000

Triangular meshes: A solution to resist to geometric distortions based watermark-removal softwares.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Geometrical and frequential watermarking scheme using similarities.
Proceedings of the Security and Watermarking of Multimedia Contents, 1999

Motion Compensation Using Adaptive Rectangular Partitions.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Using the Fractal Code to Watermark Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Self-similarity based image watermarking.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Generalized likelihood ratio-based face detection and extraction of mouth features.
Pattern Recognit. Lett., 1997

Generalized Likelihood Ratio-based Face Detection and Extraction of Mouth Features.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

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

1996
Fractal image compression based on Delaunay triangulation and vector quantization.
IEEE Trans. Image Process., 1996

1995
Compression d'images par fractales basée sur la triangulation de Delaunay. (Fractal image compression based on delaunay triangulation).
PhD thesis, 1995

A mixed triangular and quadrilateral partition for fractal image coding.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Adaptive Delaunay triangulation for attractor image coding.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994


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