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Books and Theses
- 1995
[b1]Franck Davoine:
Compression d'images par fractales basée sur la triangulation de Delaunay. (Fractal image compression based on delaunay triangulation). Grenoble Institute of Technology, France, 1995
Journal Articles
- 2022
- [j20]Fei Yang, Franck Davoine, Huan Wang, Zhong Jin:
Continuous conditional random field convolution for point cloud segmentation. Pattern Recognit. 122: 108357 (2022) - [j19]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): 15066-15078 (2022) - 2021
- [j18]Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui:
Focal points and their implications for Möbius transforms and Dempster-Shafer Theory. Inf. Sci. 555: 215-235 (2021) - [j17]Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li:
Fusion of neural networks, for LIDAR-based evidential road mapping. J. Field Robotics 38(5): 727-758 (2021) - 2020
- [j16]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: 103853 (2020) - [j15]Xuhong Li, Yves Grandvalet, Franck Davoine:
A baseline regularization scheme for transfer learning with convolutional neural networks. Pattern Recognit. 98 (2020) - 2019
- [j14]Franck Davoine, Éric Bonjour:
Special issue on system of systems engineering. Syst. Eng. 22(6): 435-436 (2019) - [j13]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): 803-817 (2019) - 2017
- [j12]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: 1173-1185 (2017) - 2016
- [j11]Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux:
Evidential calibration of binary SVM classifiers. Int. J. Approx. Reason. 72: 55-70 (2016) - [j10]Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux:
Multimodal information fusion for urban scene understanding. Mach. Vis. Appl. 27(3): 331-349 (2016) - 2014
- [j9]Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Thierry Denoeux:
Fusion d'informations pour la compréhension de scènes. Traitement du Signal 31(1-2): 57-80 (2014) - 2012
- [j8]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): 1113-1126 (2012) - 2008
- [j7]Fadi Dornaika, Franck Davoine:
Simultaneous Facial Action Tracking and Expression Recognition in the Presence of Head Motion. Int. J. Comput. Vis. 76(3): 257-281 (2008) - 2006
- [j6]Fadi Dornaika, Franck Davoine:
On Appearance Based Face and Facial Action Tracking. IEEE Trans. Circuits Syst. Video Technol. 16(9): 1107-1124 (2006) - 2005
- [j5]Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang, Franck Davoine:
Digital watermarking robust to geometric distortions. IEEE Trans. Image Process. 14(12): 2140-2150 (2005) - 2004
- [j4]Bouchra Abboud, Franck Davoine, Mô Dang:
Facial expression recognition and synthesis based on an appearance model. Signal Process. Image Commun. 19(8): 723-740 (2004) - 2002
- [j3]Séverine Dubuisson, Franck Davoine, Mylène Masson:
A solution for facial expression representation and recognition. Signal Process. Image Commun. 17(9): 657-673 (2002) - 1997
- [j2]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): 899-912 (1997) - 1996
- [j1]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): 338-346 (1996)
Conference and Workshop Papers
- 2024
- [c69]Mathieu Cocheteux, Julien Moreau, Franck Davoine:
MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration. CVPR Workshops 2024: 4579-4586 - [c68]Chenao Jiang, Julien Moreau, Franck Davoine:
Event-Based Semantic-Aided Motion Segmentation. VISIGRAPP (4): VISAPP 2024: 159-171 - 2023
- [c67]Mathieu Cocheteux, Julien Moreau, Franck Davoine:
PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration. BMVC 2023: 829-831 - [c66]Vincent Brebion, Julien Moreau, Franck Davoine:
Learning to Estimate Two Dense Depths from LiDAR and Event Data. SCIA (2) 2023: 517-533 - 2020
- [c65]Federico Camarda, Franck Davoine, Véronique Cherfaoui, Bruno Durand:
Multisensor Tracking of Lane Boundaries based on Smart Sensor Fusion. IV 2020: 1649-1654 - 2019
- [c64]Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li:
Evidential deep learning for arbitrary LIDAR object classification in the context of autonomous driving. IV 2019: 1304-1311 - [c63]Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui:
Efficient Möbius Transformations and Their Applications to D-S Theory. SUM 2019: 390-403 - 2018
- [c62]Xuhong Li, Yves Grandvalet, Franck Davoine:
Explicit Inductive Bias for Transfer Learning with Convolutional Networks. ICML 2018: 2830-2839 - [c61]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: 2595-2602 - [c60]Xuhong Li, Franck Davoine, Yves Grandvalet:
A Simple Weight Recall for Semantic Segmentation: Application to Urban Scenes. Intelligent Vehicles Symposium 2018: 1007-1012 - [c59]Federico Camarda, Franck Davoine, Véronique Cherfaoui:
Fusion of evidential occupancy grids for cooperative perception. SoSE 2018: 284-290 - 2016
- [c58]Rudy Bunel, Franck Davoine, Philippe Xu:
Detection of pedestrians at far distance. ICRA 2016: 2326-2331 - 2015
- [c57]Philippe Xu, Franck Davoine, Thierry Denoeux:
Evidential multinomial logistic regression for multiclass classifier calibration. FUSION 2015: 1106-1112 - 2014
- [c56]Philippe Xu, Franck Davoine, Thierry Denoeux:
Evidential Logistic Regression for Binary SVM Classifier Calibration. Belief Functions 2014: 49-57 - [c55]Philippe Xu, Franck Davoine, Thierry Denoeux:
Evidential combination of pedestrian detectors. BMVC 2014 - [c54]Yingning Huang, Dingrui Duan, Jinshi Cui, Franck Davoine, Li Wang, Hongbin Zha:
Joint estimation of head pose and visual focus of attention. ICIP 2014: 3332-3336 - [c53]Yufeng Yu, Huijing Zhao, Franck Davoine, Jinshi Cui, Hongbin Zha:
Monocular visual localization using road structural features. Intelligent Vehicles Symposium 2014: 693-699 - 2013
- [c52]Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang:
Active learning based automatic face segmentation for kinect video. ICASSP 2013: 1816-1820 - [c51]Yingning Huang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha:
Head pose based intention prediction using Discrete Dynamic Bayesian Network. ICDSC 2013: 1-6 - [c50]Mengwen He, Huijing Zhao, Franck Davoine, Jinshi Cui, Hongbin Zha:
Pairwise LIDAR calibration using multi-type 3D geometric features in natural scene. IROS 2013: 1828-1835 - [c49]Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux:
Evidential Grammars for Image Interpretation - Application to Multimodal Traffic Scene Understanding. IUKM 2013: 65-78 - [c48]Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux:
Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding. MVA 2013: 189-193 - 2012
- [c47]Zipei Fan, Zeliang Wang, Jinshi Cui, Franck Davoine, Huijing Zhao, Hongbin Zha:
Monocular Pedestrian Tracking from a Moving Vehicle. ACCV Workshops (2) 2012: 335-346 - [c46]Jixia Zhang, Haibo Wang, Franck Davoine, Chunhong Pan:
Skin detection via linear regression tree. ICPR 2012: 1711-1714 - [c45]Yipu Zhao, Mengwen He, Huijing Zhao, Franck Davoine, Hongbin Zha:
Computing object-based saliency in urban scenes using laser sensing. ICRA 2012: 4436-4443 - [c44]Chao Wang, Huijing Zhao, Franck Davoine, Hongbin Zha:
A system of automated training sample generation for visual-based car detection. IROS 2012: 4169-4176 - [c43]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: 57-62 - [c42]Wen Yao, Huijing Zhao, Franck Davoine, Hongbin Zha:
Learning lane change trajectories from on-road driving data. Intelligent Vehicles Symposium 2012: 885-890 - 2011
- [c41]Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu:
Hierarchical fusion of descriptor matching and L-K optical flow. ICIP 2011: 1893-1896 - [c40]Shaoguo Liu, Haibo Wang, Jixia Zhang, Franck Davoine, Chunhong Pan:
Softferns for homography estimation. ICIP 2011: 2981-2984 - [c39]Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan:
Color Prior for Feature-based 3D Head Tracking. MVA 2011: 181-184 - 2009
- [c38]Jixia Zhang, Franck Davoine, Chunhong Pan:
An Active Appearance Model with a Derivative-Free Optimization. MVA 2009: 62-65 - 2008
- [c37]Fadi Dornaika, Franck Davoine:
Simultaneous tracking and facial expression recognition using multiperson and multiclass autoregressive models. FG 2008: 1-6 - 2007
- [c36]José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit:
A linear estimation method for 3D pose and facial animation tracking. CVPR 2007 - [c35]José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit:
Local or Global 3D Face and Facial Feature Tracker. ICIP (1) 2007: 505-508 - [c34]José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit:
Linear Tracking of Pose and Facial Features. MVA 2007: 182-185 - [c33]José Alonso Ybáñez Zepeda, Franck Davoine, Maurice Charbit:
Face tracking using canonical correlation analysis. VISAPP (2) 2007: 396-402 - 2006
- [c32]Yisong Chen, Franck Davoine:
Simultaneous Tracking of Rigid Head Motion and Non-rigid Facial Animation by Analyzing Local Features Statistically. BMVC 2006: 609-618 - [c31]Romain Hérault, Franck Davoine, Yves Grandvalet:
Head and Facial Action Tracking: Comparison of Two Robust Approaches. FGR 2006: 287-292 - [c30]Zhong Jin, Franck Davoine, Zhen Lou, Jing-Yu Yang:
A Novel PCA-Based Bayes Classifier and Face Analysis. ICB 2006: 144-150 - [c29]Fadi Dornaika, Franck Davoine:
Facial Expression Recognition using Auto-regressive Models. ICPR (2) 2006: 520-523 - 2005
- [c28]Soumya Hamlaoui, Franck Davoine:
Facial action tracking using particle filters and active appearance models. sOc-EUSAI 2005: 165-169 - [c27]Soumya Hamlaoui, Franck Davoine:
Facial Action Tracking Using an AAM-Based Condensation Approach. ICASSP (2) 2005: 701-704 - [c26]Hussein Joumaa, Franck Davoine:
An ICA based algorithm for video watermarking. ICASSP (2) 2005: 805-808 - [c25]Fadi Dornaika, Franck Davoine:
Simultaneous Facial Action Tracking and Expression Recognition Using a Particle Filter. ICCV 2005: 1733-1738 - [c24]Hussein Joumaa, Franck Davoine:
Performance of an ICA video watermarking scheme using informed techniques. ICIP (1) 2005: 261-264 - [c23]Fadi Dornaika, Franck Davoine:
SFM for planar scenes using image derivatives. ICIP (3) 2005: 1088-1091 - [c22]Fadi Dornaika, Franck Davoine:
View and texture-independent facial expression recognition in videos using dynamic programming. ICIP (2) 2005: 1314-1317 - [c21]Fadi Dornaika, Franck Davoine:
Facial expression recognition in continuous videos using linear discriminant analysis. MVA 2005: 277-280 - 2004
- [c20]Bouchra Abboud, Franck Davoine:
Appearance factorization for facial expression analysis. BMVC 2004: 1-10 - [c19]Fadi Dornaika, Franck Davoine:
Head and Facial Animation Tracking using Appearance-Adaptive Models and Particle Filters. CVPR Workshops 2004: 153 - [c18]Zhong Jin, Franck Davoine:
Orthogonal ICA representation of images. ICARCV 2004: 369-374 - [c17]Bouchra Abboud, Franck Davoine:
Appearance Factorization based Facial Expression Recognition and Synthesis. ICPR (4) 2004: 163-166 - [c16]Fadi Dornaika, Franck Davoine:
Online Appearance-Based Face and Facial Feature Tracking. ICPR (3) 2004: 814-817 - [c15]Zhong Jin, Franck Davoine, Zhen Lou:
An Effective EM Algorithm for PCA Mixture Model. SSPR/SPR 2004: 626-634 - 2003
- [c14]Bouchra Abboud, Franck Davoine, Mô Dang:
Expressive face recognition and synthesis. CVPR Workshops 2003: 54 - [c13]Bouchra Abboud, Franck Davoine, Mô Dang:
Statistical modeling for facial expression analysis and synthesis. ICIP (1) 2003: 653-656 - 2002
- [c12]Séverine Dubuisson, Franck Davoine:
Facial expression recognition by combination of classifiers. EUSIPCO 2002: 1-4 - 2001
- [c11]Séverine Dubuisson, Franck Davoine, Jean Pierre Cocquerez:
Automatic Facial Feature Extraction and Facial Expression Recognition. AVBPA 2001: 121-126 - 2000
- [c10]Franck Davoine:
Triangular meshes: A solution to resist to geometric distortions based watermark-removal softwares. EUSIPCO 2000: 1-4 - [c9]Franck Davoine:
Comparison of Two Wavelet Based Image Watermarking Schemes. ICIP 2000: 682-685 - 1999
- [c8]Séverine Dubuisson, Franck Davoine:
Motion Compensation Using Adaptive Rectangular Partitions. ICIP (1) 1999: 56-60 - [c7]Patrick Bas, Jean-Marc Chassery, Franck Davoine:
Geometrical and frequential watermarking scheme using similarities. Security and Watermarking of Multimedia Contents 1999: 264-272 - 1998
- [c6]Patrick Bas, Jean-Marc Chassery, Franck Davoine:
Self-similarity based image watermarking. EUSIPCO 1998: 1-4 - [c5]Patrick Bas, Jean-Marc Chassery, Franck Davoine:
Using the Fractal Code to Watermark Images. ICIP (1) 1998: 469-473 - 1997
- [c4]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: 27-34 - [c3]Franck Davoine, Haibo Li, Robert Forchheimer:
Video Compression and Person Authentication. AVBPA 1997: 353-360 - 1995
- [c2]Franck Davoine, John Svensson, Jean-Marc Chassery:
A mixed triangular and quadrilateral partition for fractal image coding. ICIP (3) 1995: 284-287 - 1994
- [c1]Franck Davoine, Jean-Marc Chassery:
Adaptive Delaunay triangulation for attractor image coding. ICPR (1) 1994: 801-803
Informal and Other Publications
- 2024
- [i12]Mathieu Cocheteux, Julien Moreau, Franck Davoine:
MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration. CoRR abs/2405.18021 (2024) - [i11]Aurélien Cecille, Stefan Duffner, Franck Davoine, Thibault Neveu, Rémi Agier:
GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth. CoRR abs/2409.14850 (2024) - 2023
- [i10]Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui:
Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown. CoRR abs/2301.01250 (2023) - [i9]Vincent Brebion, Julien Moreau, Franck Davoine:
Learning to Estimate Two Dense Depths from LiDAR and Event Data. CoRR abs/2302.14444 (2023) - [i8]Mathieu Cocheteux, Julien Moreau, Franck Davoine:
PseudoCal: Towards Initialisation-Free Deep Learning-Based Camera-LiDAR Self-Calibration. CoRR abs/2309.09855 (2023) - 2021
- [i7]Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li:
Fusion of neural networks, for LIDAR-based evidential road mapping. CoRR abs/2102.03326 (2021) - [i6]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 abs/2107.06329 (2021) - [i5]Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui:
Efficient Möbius Transformations and their applications to Dempster-Shafer Theory: Clarification and implementation. CoRR abs/2107.07359 (2021) - [i4]Fei Yang, Franck Davoine, Huan Wang, Zhong Jin:
Continuous Conditional Random Field Convolution for Point Cloud Segmentation. CoRR abs/2110.06085 (2021) - [i3]Vincent Brebion, Julien Moreau, Franck Davoine:
Real-Time Optical Flow for Vehicular Perception with Low- and High-Resolution Event Cameras. CoRR abs/2112.10591 (2021) - 2020
- [i2]Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui:
Focal points and their implications for Möbius Transforms and Dempster-Shafer Theory. CoRR abs/2011.06549 (2020) - 2018
- [i1]Xuhong Li, Yves Grandvalet, Franck Davoine:
Explicit Inductive Bias for Transfer Learning with Convolutional Networks. CoRR abs/1802.01483 (2018)
Coauthor Index
Véronique Berge-Cherfaoui
aka: Véronique Cherfaoui
aka: Véronique Cherfaoui
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