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en:publis [2019/09/24 09:35] fdavoineen:publis [2024/01/12 14:29] fdavoine
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-====== Some recent publications ======+PhD - //Compression d'images par fractales basée sur la triangulation de Delaunay.// INPG (Grenoble INP), France.\\ 
 +HDR - //Face analysis, outdoor scene perception : some contributions.// UTC, Compiègne, France. 
  
-  * On [[https://scholar.google.com/citations?user=QWX91zcAAAAJ|Google Scholar]]+==== ⇒ News ====
  
-  * On [[https://orcid.org/0000-0002-8587-6997|ORCID]]+Our paper - //Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao and Thierry Denoeux, "Information Fusion on Oversegmented Images: An Application for Urban Scene Understanding", IAPR 13th International Conference on Machine Vision Applications, Kyoto, Japan, May 20-23, 2013// **was awarded the 2023 Most Influential Paper over the Decade Award**. 
  
-  * On [[https://www.scopus.com/authid/detail.uri?authorId=6603967034|Scopus]]+Our paper - //Mathieu Cocheteux, Julien Moreau, Franck Davoine"PseudoCal: towards initialisation-free deep learning-based camera-LiDAR self-calibration", **is accepted for an oral presentation at the 34th BMVC**, Aberdeen, UK, November 20-24, 2023.//
  
-  * On [[https://hal.archives-ouvertes.fr/search/index/?q=%2A&sort=producedDate_tdate+desc&authFullName_s=Franck+Davoine&docType_s=COMM+OR+ART+OR+COUV+OR+OUV+OR+THESE|HAL]]+\\
  
-  * On [[https://www.hds.utc.fr/~fdavoine/dokuwiki/fr/publis_hal|Heudiasyc's HAL]]+====== Last publications ======
  
-  * On [[https://www.researchgate.net/profile/Franck_Davoine|ResearchGate]]+| [[https://scholar.google.com/citations?user=QWX91zcAAAAJ|Google Scholar]] | [[https://openreview.net/profile?id=~Franck_DAVOINE1|OpenReview]] | [[https://orcid.org/0000-0002-8587-6997|ORCID]]  |  [[https://www.semanticscholar.org/author/F.-Davoine/1742818|Semantic Scholar]] | 
 +|  | [[https://dblp.org/pid/12/2446.html|dblp]] | [[https://www.researchgate.net/profile/Franck_Davoine|ResearchGate]] |  | 
 +| [[https://www.scopus.com/authid/detail.uri?authorId=6603967034|Scopus]] | [[https://hal.archives-ouvertes.fr/search/index/?q=%2A&sort=producedDate_tdate+desc&authFullName_s=Franck+Davoine&docType_s=COMM+OR+ART+OR+COUV+OR+OUV+OR+THESE|HAL]] | [[https://www.hds.utc.fr/~fdavoine/dokuwiki/fr/publis_hal|Heudiasyc's HAL]] | [[https://arxiv.org/a/davoine_f_1.html|arXiv]] |
  
  
 --- ---
-  * Xuhong Li, Yves Grandvalet, Franck Davoine. **A Baseline Regularization Scheme for Transfer Learning with Convolutional Neural Networks**. <html><span style="color:red;">Pattern Recognition</span></html>, Vol. 98, Elsevier,  to appear in **2020**. [[https://authors.elsevier.com/c/1Zk8R77nKWPzS|pdf]] 
  
-  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Efficient Möbius Transformations and their applications to Dempster-Shafer Theory**. <html><span style="color:blue;">SUM</span></html> 13th international conference on Scalable Uncertainty ManagementCompiègneFranceNov. 16-18, **2019** (proceedings in Springer LNAI series).+  * Chenao Jiang, Julien Moreau, Franck Davoine. **Event-based Semantic-aided Motion Segmentation**. To be published in Proceedings of the 19th VISAPP International Joint Conference on Computer VisionImaging and Computer Graphics Theory and ApplicationsRomeItaly, February 27-29, **2024**. [[https://hal.science/HEUDIASYC/hal-04355661v1|hal-04355661]]
  
-  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You LiTransformation-adversarial network for road detection in LIDAR rings11th IEEE <html><span style="color:blue;">IROS Workshop</span></html> on PlanningPerception and Navigation for Intelligent Vehicles (PPNIV)Macau, China, November 4th, **2019**.+  * Mathieu Cocheteux, Julien Moreau, Franck Davoine. **PseudoCal: towards initialisation-free deep learning-based camera-LiDAR self-calibration**In Proceedings of the 34th BMVC - British Machine Vision ConferenceAberdeenUK, November 20-24, **2023** [[https://papers.bmvc2023.org/0829.pdf|paper]] and [[https://bmvc2022.mpi-inf.mpg.de/BMVC2023/0829_video.mp4|video]]. [[https://mcocheteux.github.io/PseudoCal/|Project page]]
  
-  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Calcul exact de faible complexité des décompositions conjonctive et disjonctive pour la fusion d'information**. 17th <html><span style="color:blue;">GRETSI</span></html> SymposiumLilleFranceAug. 26-29, **2019**.+  * Vincent Brebion, Julien Moreau, Franck Davoine. **Learning to estimate two dense depths from LiDAR and event data**, SCIA - 22nd Scandinavian Conference on Image AnalysisLeviFinland, April 18-21, **2023** [[https://arxiv.org/abs/2302.14444|arXiv:2302.14444]] [[https://vbrebion.github.io/ALED/|Project page]]. [[https://tub-rip.github.io/eventvision2023/|Courtesy presentation]] of the paper at the CVPR 2023 Workshop on Event-based Vision in Vancouver.
  
-  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui. **Apprentissage profond pour la classification évidentielle d’objets LIDAR arbitraires, à destination d’un véhicule autonome**. 17th <html><span style="color:blue;">GRETSI</span></html> SymposiumLilleFrance, Aug. 26-29, **2019**.+  * ◉ 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 Systems23(9)pages 15066-15078September **2022**. [[https://arxiv.org/abs/2112.10591|arXiv:2112.10591]]. [[https://vbrebion.github.io/RTEF/|Project page]]
  
-  * Edouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Evidential deep learning for arbitrary Lidar object classification in the context of autonomous driving**. The 30th <html><span style="color:blue;">IEEE IV</span></html> Intelligent Vehicles SymposiumParis, France, June 9-12, **2019**. +  * Vincent Brebion, Julien Moreau, Franck Davoine. **Estimation de flot optique basé évènements en temps réel**. RFIAP Congrès de Reconnaissance des FormesImage, Apprentissage et Perception, Vannes, France, July 5-8, **2022**. [[https://hal.archives-ouvertes.fr/hal-03690073|hal-03690073]]
  
-  * 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**. <html><span style="color:red;">IEEE Transactions on Neural Networks and Learning Systems</span></html>, 30(3), Pages 803-817, March **2019**.+  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown. **2022**. [[https://arxiv.org/abs/2301.01250|arXiv:2301.01250]]
  
-  * Edouard Capellier, Franck Davoine, Vincent FremontJavier Ibanez-Guzman, You Li. **Evidential grid mapping, from asynchronous LIDAR scans and RGB images, for autonomous driving**. 21st International Conference on Intelligent Transportation Systems - <html><span style="color:blue;">IEEE ITSC</span></html>Maui, Hawaii, USA, November 4-7, **2018**. [[https://hal.archives-ouvertes.fr/hal-01867699v2|pdf]]+  * ◉ Fei Yang, Franck Davoine, Huan WangZhong Jin. **Continuous conditional random field convolution for point cloud segmentation**. Pattern RecognitionElsevierVol.122. Feb. **2022**. [[ https://hal.archives-ouvertes.fr/hal-03372764|hal-03372764]][[ https://arxiv.org/abs/2110.06085|arXiv:2110.06085]]
  
-  * Federico Camarda, Franck Davoine, Véronique Cherfaoui. **Fusion of evidential occupancy grids for cooperative perception**. <html><span style="color:blue;">IEEE SoSE</span></html> - 13th IntlSystem of Systems Engineering Conference, June 19-22, **2018**, Paris, France.+  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. Efficient Möbius transformations and their applications to Dempster-Shafer theory: clarification and implementation. July **2021**. [[https://arxiv.org/abs/2107.07359|arXiv:2107.07359]]
  
-  * Xuhong Li, Franck Davoine, Yves Grandvalet, **A Simple Weight Recall for Semantic SegmentationApplication to Urban Scenes**The 29th <html><span style="color:blue;">IEEE IV</span></html> - Intelligent Vehicles Symposium, Changshu, Suzhou, China, June 26-29, **2018**. [[https://hal.archives-ouvertes.fr/hal-01838445|hal-01838445]]+  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. Efficient exact computation of the conjunctive and disjunctive decompositions of D-S theory for information fusionTranslation and extensionJuly **2021**. [[https://arxiv.org/abs/2107.06329|arXiv:2107.06329]]
  
-  * Xuhong Li, Yves Grandvalet, Franck Davoine, **Explicit Inductive Bias for Transfer Learning with Convolutional Networks**. The 35th <html><span style="color:blue;">ICML</span></html> - International Conference on Machine LearningStockholmSweden, July 10-15, **2018**. [[https://arxiv.org/abs/1802.01483|arXiv:1802.01483]]+  * ◉ Édouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Fusion of neural networks for LIDAR-based evidential road mapping**. Journal of Field RoboticsWiley38(5)August **2021**; pages 727-758. [[https://arxiv.org/abs/2102.03326|arXiv:2102.03326]]. [[https://datasets.hds.utc.fr/project/1|DATASET]]
  
-  * Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux. **Evidential grammars: a compositional approach for scene understanding. Application to multimodal street data**. <html><span style="color:red;">Applied Soft Computing</span></html>, Elsevier, Volume 61Pages 1173-1185December **2017**. [[https://www.hds.utc.fr/~tdenoeux/dokuwiki/_media/en/publi/asoc_visual_grammars_vf.pdf|pdf]]+  * ◉ Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Focal points and their implications for Möbius transforms and Dempster-Shafer theory**. Information Sciences, Elsevier, Vol. 555pages 215–235May **2021**. {{:en:information_sciences.pdf |pdf}}[[https://arxiv.org/abs/2011.06549|arXiv:2011.06549]]
  
-  * Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing ZhaoThierry Denoeux. **Multimodal Information Fusion for Urban Scene Understanding**. <html><span style="color:red;">Machine Vision and Applications</span></html>Springer27(3)Pages 331-349, **2016**. [[https://www.hds.utc.fr/~tdenoeux/dokuwiki/_media/en/publi/mva2014_cmp.pdf|pdf]]+  * Federico Camarda, Franck Davoine, Véronique CherfaouiBruno Durand. **Multisensor tracking of lane boundaries based on smart sensor fusion**. The 31st IEEE IV - Intelligent Vehicles SymposiumLas VegasNVUnited States. October 20-23, **2020**. [[https://hal.archives-ouvertes.fr/hal-02556103|hal-02556103]]
  
-  * Rudy Bunel, Franck Davoine, Philippe Xu. **Detection of Pedestrians at Far distance**. In Proceedings of the IEEE <html><span style="color:blue;">ICRA</span></html> - International Conference on Robotics and AutomationStockholmSweden, May 16-21, **2016**. [[https://www.hds.utc.fr/~xuphilip/dokuwiki/_media/en/publis/bunel16_icra_detection_of_pedestrians_at_far_distance.pdf|pdf]]+  * ◉ Xuhong Li, Yves Grandvalet, Franck Davoine, Jingchun Cheng, Yin Cui, Hang Zhang, Serge Belongie, Yi-Hsuan Tsai, Ming-Hsuan Yang. **Transfer learning in computer vision tasks: remember where you come from**. Image and Vision ComputingVol. 93ElsevierJanuary **2020**. {{:en:ivc_li2020.pdf |pdf}}
  
-  * Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux, **Evidential calibration of binary SVM classifiers**, <html><span style="color:red;">International Journal of Approximate Reasoning</span></html>, Elsevier, Volume 72, Pages 55-70, May **2016**. [[https://www.hds.utc.fr/~xuphilip/dokuwiki/_media/en/publis/xu14_ijar_evidential_calibration_of_binary_svm_classifiers.pdf|pdf]]+  * ◉ Xuhong Li, Yves Grandvalet, Franck Davoine**A baseline regularization scheme for transfer learning with convolutional neural networks**. Pattern RecognitionVol. 98, Elsevier, February **2020**. {{:en:pr2020.pdf |pdf}}
  
-  * Philippe Xu, Franck Davoine, Thierry Denoeux. **Evidential Multinomial Logistic Regression for Multiclass Classifier Calibration**. In Proceedings of the 18th <html><span style="color:blue;">FUSION</span></html> - International Conference on Information FusionWashingtonD.C., July 6-9, **2015**. +  * ◉ Franck Davoine, Éric Bonjour. **Editorial - Special issue on System of Systems Engineering**. Systems EngineeringWiley22(6), pages 435-436November **2019**. {{:en:editorial-sys-sose-22.6-nov2019.pdf |pdf}}
  
-  * 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 <html><span style="color:blue;">BELIEF</span></html> International Conference on Belief Functions, Springer, LNCS 8764pages 49-57, Oxford, UK, September 26-28, **2014**. (Best student paper award).+  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Efficient Möbius transformations and their applications to Dempster-Shafer theory**. SUM 13th international conference on Scalable Uncertainty Management, Springer LNAI series. CompiègneFranceNov. 16-18, **2019**. [[https://hal.archives-ouvertes.fr/hal-02326438|hal-02326438]]
  
-  * Philippe Xu, Franck Davoine, Thierry Denoeux. **Evidential Combination of Pedestrian Detectors**. In Proceedings of the 25th <html><span style="color:blue;">BMVC</span></html> - British Machine Vision ConferenceNottinghamUKSeptember 1-5, **2014**.+  * Édouard Capellier, Franck Davoine, Véronique Cherfaoui, You Li. **Transformation-adversarial network for road detection in LIDAR rings**. 11th IEEE IROS Workshop on PlanningPerception and Navigation for Intelligent Vehicles (PPNIV)MacauChina, November 4th, **2019**. [[https://hal.archives-ouvertes.fr/hal-02322337|hal-02322337]]
  
-  * Yingning Huang, Dingrui Duan, Jinshi Cui, Franck Davoine, Li Wang, Hongbin Zha. **Joint estimation of head pose and visual focus of attention**, IEEE <html><span style="color:blue;">ICIP</span></html> - International Conference on Image Processing, Paris, France, Oct. 27-30, **2014**. +  * Maxime Chaveroche, Franck Davoine, Véronique Cherfaoui. **Calcul exact de faible complexité des décompositions conjonctive et disjonctive pour la fusion d'information**. 17th GRETSI Symposium, Lille, France, Aug. 26-29, **2019**. [[https://hal.archives-ouvertes.fr/hal-02322022|hal-02322022]] 
 + 
 +  * Édouard Capellier, Franck Davoine, Véronique Cherfaoui. **Apprentissage profond pour la classification évidentielle d’objets LIDAR arbitraires, à destination d’un véhicule autonome**. 17th GRETSI Symposium, Lille, France, Aug. 26-29, **2019**. [[https://hal.archives-ouvertes.fr/hal-02321931|hal-02321931]] 
 + 
 +  * 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://hal.archives-ouvertes.fr/hal-02322434|hal-02322434]]  
 + 
 +  * ◉ 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://hal.archives-ouvertes.fr/hal-01927616|hal-01927616]] 
 + 
 +  * Édouard Capellier, Franck Davoine, Vincent Fremont, Javier Ibanez-Guzman, You Li. **Evidential grid mapping, from asynchronous Lidar scans and RGB images, for autonomous driving**. 21st International Conference on Intelligent Transportation Systems - IEEE ITSC, Maui, Hawaii, USA, November 4-7, **2018**. [[https://hal.archives-ouvertes.fr/hal-01867699v2|hal-01867699v2]] 
 + 
 +  * 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: application to urban scenes**. The 29th IEEE IV - Intelligent Vehicles Symposium, Changshu, Suzhou, China, June 26-29, **2018**. [[https://hal.archives-ouvertes.fr/hal-01838445|hal-01838445]] 
 + 
 +  * 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://arxiv.org/abs/1802.01483|arXiv:1802.01483]] 
 + 
 +  * ◉ 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://www.hds.utc.fr/~tdenoeux/dokuwiki/_media/en/publi/asoc_visual_grammars_vf.pdf|pdf]] 
 + 
 +  * ◉ Philippe Xu, Franck Davoine, Jean-Baptiste Bordes, Huijing Zhao, Thierry Denoeux. **Multimodal information fusion for urban scene understanding**. Machine Vision and Applications, Springer, 27(3), Pages 331-349, **2016**. [[https://www.hds.utc.fr/~tdenoeux/dokuwiki/_media/en/publi/mva2014_cmp.pdf|pdf]] 
 + 
 +  * 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://www.hds.utc.fr/~xuphilip/dokuwiki/_media/en/publis/bunel16_icra_detection_of_pedestrians_at_far_distance.pdf|pdf]] 
 + 
 +  * ◉ Philippe Xu, Franck Davoine, Hongbin Zha, Thierry Denoeux, **Evidential calibration of binary SVM classifiers**, International Journal of Approximate Reasoning, Elsevier, Volume 72, Pages 55-70, May **2016**. [[https://www.hds.utc.fr/~xuphilip/dokuwiki/_media/en/publis/xu14_ijar_evidential_calibration_of_binary_svm_classifiers.pdf|pdf]] 
 + 
 +  * 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).  
 + 
 +  * Yingning Huang, Dingrui Duan, Jinshi Cui, Franck Davoine, Li Wang, Hongbin Zha. **Joint estimation of head pose and visual focus of attention**, IEEE ICIP - International Conference on Image Processing, Paris, France, Oct. 27-30, **2014**. 
  
   * 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'Intelligence Artificielle, Rouen, France, Juin **2014**.   * 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'Intelligence Artificielle, Rouen, France, Juin **2014**.
  
-  * Philippe Xu, Franck Davoine, Jean-Baptiste Bordes and Thierry Denoeux. **Fusion d'informations pour la compréhension de scènes**. <html><span style="color:red;">Traitement du signal</span></html>, Vol. 31, Number 1-2, pages 57-80, June **2014**.+  * ◉ Philippe Xu, Franck Davoine, Jean-Baptiste Bordes and Thierry Denoeux. **Fusion d'informations pour la compréhension de scènes**. Traitement du signal, Vol. 31, Number 1-2, pages 57-80, June **2014**.
  
-  * Jean-Baptiste Bordes, Ph. Xu, Franck Davoine, Huijing Zhao and Thierry Denoeux. **Information Fusion and Evidential Grammars for Object Class Segmentation**. 5th <html><span style="color:blue;">IROS Workshop</span></html> on Planning, Perception and Navigation for Intelligent Vehicles, pages 165-170, Tokyo, Japan, November 03, **2013**.+  * Jean-Baptiste Bordes, Ph. Xu, Franck Davoine, Huijing Zhao and Thierry Denoeux. **Information fusion and evidential grammars for object class segmentation**. 5th IROS Workshop on Planning, Perception and Navigation for Intelligent Vehicles, pages 165-170, Tokyo, Japan, November 03, **2013**.
  
-  * Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux, **Evidential Grammars for Image Interpretation**. Application to multimodal traffic scene understanding, IUKM - Third International Symposium on Integrated Uncertainty in Knowledge Modeling and Decision Making, Springer-Verlag LNCS, Beijing, China, July 12-14, **2013**.+  * Jean-Baptiste Bordes, Franck Davoine, Philippe Xu, Thierry Denoeux, **Evidential grammars for image interpretation**. Application to multimodal traffic scene understanding, IUKM - Third International Symposium on Integrated Uncertainty in Knowledge Modeling and Decision Making, Springer-Verlag LNCS, Beijing, China, July 12-14, **2013**.
  
-  * Jixia Zhang, Haibo Wang, Shaoguo Liu, Franck Davoine, Chunhong Pan, Shiming Xiang, **Active learning based automatic face segmentation for kinect video**. IEEE <html><span style="color:blue;">ICASSP</span></html>, May **2013**.+  * 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**, IAPR MVA - 13th International Conference on Machine Vision Applications, Kyoto, Japan, May 20-23, **2013**.
  
   * Philippe Xu, Franck Davoine, Thierry Denoeux and Jean-Baptiste Bordes. **Fusion d’informations sur des images sur-segmentées: une application à la compréhension de scènes routières**. ORASIS, Abbaye de Cluny, France, **2013**.   * Philippe Xu, Franck Davoine, Thierry Denoeux and Jean-Baptiste Bordes. **Fusion d’informations sur des images sur-segmentées: une application à la compréhension de scènes routières**. ORASIS, Abbaye de Cluny, France, **2013**.
  
-  * Haibo Wang, Franck Davoine, Vincent Lepetit, Christophe Chaillou, and C. Pan, **3D Head Tracking via Invariant Keypoint Learning**, <html><span style="color:red;">IEEE Transactions on Circuits and Systems for Video Technology</span></html>, Vol. 22, Issue 8, pp. 1113- 1126, August **2012**.+  * ◉ Haibo Wang, Franck Davoine, Vincent Lepetit, Christophe Chaillou, and C. Pan, **3D head tracking via invariant keypoint learning**, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, Issue 8, pp. 1113- 1126, August **2012**.
  
-  * Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu, **Hierarchical Fusion of Descriptor Matching and L-K Optical Flow**, IEEE <html><span style="color:blue;">ICIP</span></html> - International Conference on Image Processing, Brussels, Belgium, Sept. 11-14, **2011**.+  * Haibo Wang, Chunhong Pan, Franck Davoine, Shaoguo Liu, **Hierarchical fusion of descriptor matching and L-K optical flow**, IEEE ICIP - International Conference on Image Processing, Brussels, Belgium, Sept. 11-14, **2011**.
  
-  * Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan, **Color prior for feature based 3D head tracking**, IAPR <html><span style="color:blue;">MVA</span></html> - International Conference on Machine Vision Applications, Nara, Japan, June 13-15, **2011**. +  * Jixia Zhang, Franck Davoine, Haibo Wang, Chunhong Pan, **Color prior for feature based 3D head tracking**, IAPR MVA - International Conference on Machine Vision Applications, Nara, Japan, June 13-15, **2011**. 
  
 --- ---
  
-  * Book: Tatouage de documents audiovisuels numériques, Franck Davoine, Stéphane Pateux (Eds). Hermès Science Publications, 277 pages, 2004. [[https://hal.archives-ouvertes.fr/hal-00093925|hal-00093925]]+  * [Internet] Olivier Aumont, Christophe Brun, Franck Davoine, Marianne De Paepe, André Estevez-Torres, Laurent Jeanneau. **Protocole de l’évaluation de l’empreinte carbone des achats de biens et services**, GRD Labos 1point5, Janvier **2022**. [[https://apps.labos1point5.org/static/carbon/FacteursEmission_BiensEtServices_janvier2022_FR.pdf|pdf]] 
 + 
 +  * Book: **Tatouage de documents audiovisuels numériques**, Franck Davoine, Stéphane Pateux (Eds). Hermès Science Publications, 277 pages, **2004**. [[https://hal.archives-ouvertes.fr/hal-00093925|hal-00093925]]

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