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en:publis [2023/09/01 16:54] – fdavoineen:publis [2024/04/12 10:03] (current) – [⇒ News] fdavoine
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 HDR - //Face analysis, outdoor scene perception : some contributions.// UTC, Compiègne, France.  HDR - //Face analysis, outdoor scene perception : some contributions.// UTC, Compiègne, France. 
  
-\\+==== ⇒ News ====
  
-News: 
 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**.  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**. 
  
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-  * 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 Conference, Aberdeen, UK, November 20-24, **2023**.+  * Mathieu Cocheteux, Julien Moreau, Franck Davoine. **MULi-Ev: Maintaining Unperturbed LiDAR-Event Calibration**. In proceedings of the 7th CVPR Workshop on Autonomous Driving (WAD), Seattle, WA, USA, June 17, **2024**. 
 + 
 +  * 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 Vision, Imaging and Computer Graphics Theory and Applications, Rome, Italy, February 27-29, **2024**. [[https://hal.science/HEUDIASYC/hal-04355661v1|hal-04355661]] 
 + 
 +  * 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 Conference, Aberdeen, UK, 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]]
  
   * Vincent Brebion, Julien Moreau, Franck Davoine. **Learning to estimate two dense depths from LiDAR and event data**, SCIA - 22nd Scandinavian Conference on Image Analysis, Levi, Finland, 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.   * Vincent Brebion, Julien Moreau, Franck Davoine. **Learning to estimate two dense depths from LiDAR and event data**, SCIA - 22nd Scandinavian Conference on Image Analysis, Levi, Finland, 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.
  
-  * ◉ 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 Systems, 23(9), pages 15066-15078, September **2022**. [[https://arxiv.org/abs/2112.10591|arXiv:2112.10591]]. [[https://github.com/vbrebion/rt_of_low_high_res_event_cameras|CODE and DATASET]]+  * ◉ 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 Systems, 23(9), pages 15066-15078, September **2022**. [[https://arxiv.org/abs/2112.10591|arXiv:2112.10591]]. [[https://vbrebion.github.io/RTEF/|Project page]]
  
   * Vincent Brebion, Julien Moreau, Franck Davoine. **Estimation de flot optique basé évènements en temps réel**. RFIAP - Congrès de Reconnaissance des Formes, Image, Apprentissage et Perception, Vannes, France, July 5-8, **2022**. [[https://hal.archives-ouvertes.fr/hal-03690073|hal-03690073]]   * Vincent Brebion, Julien Moreau, Franck Davoine. **Estimation de flot optique basé évènements en temps réel**. RFIAP - Congrès de Reconnaissance des Formes, Image, Apprentissage et Perception, Vannes, France, July 5-8, **2022**. [[https://hal.archives-ouvertes.fr/hal-03690073|hal-03690073]]
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   * 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 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**.+  * 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**.    * 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**. 

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