Andrei Bursuc | valeo.ai

Selected papers and pre-prints

MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments

Spyros Gidaris, Andrei Bursuc, Oriane Siméoni , Nikos Komodakis, Matthieu Cord, Patrick Pérez
arXiv, 2023
bibtex

@article{gidaris2023moca,
  title={MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments},
  author={Gidaris, Spyros and Bursuc, Andrei and Simeoni, Oriane and Vobecky, Antonin and Komodakis, Nikos and Cord, Matthieu and P{\'e}rez, Patrick},
  journal={arXiv preprint arXiv:2307.09361},
  year={2023}
}

PØDA: Prompt-driven Zero-shot Domain Adaptation

Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
ICCV, 2023
bibtex / code / project page

@inproceedings{fahes2023poda,
  title={P{\O}DA: Prompt-driven Zero-shot Domain Adaptation},
  author={Fahes, Mohammad and Vu, Tuan-Hung and Bursuc, Andrei and P{\'e}rez, Patrick and de Charette, Raoul},
  booktitle={ICCV},
  year={2023}
}

RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving

Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet
CVPR, 2023
bibtex / code / project page

@inproceedings{ando2023rangevit,
  title={RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving},
  author={Ando, Angelika and Gidaris, Spyros and Bursuc, Andrei and Puy, Gilles and Boulch, Alexandre and Marlet, Renaud},
  booktitle={CVPR},
  year={2023}
}

Packed Ensembles for efficient uncertainty estimation

Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi
ICLR (spotlight), 2023
bibtex

@inproceedings{laurent2022packed,
  title={Packed-Ensembles for Efficient Uncertainty Estimation},
  author={Laurent, Olivier and Lafage, Adrien and Tartaglione, Enzo and Daniel, Geoffrey and Martinez, Jean-Marc and Bursuc, Andrei and Franchi, Gianni},
  booktitle={ICLR},
  year={2023}
}

LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation

Florent Bartoccioni, Éloi Zablocki, Andrei Bursuc, Patrick Pérez, Matthieu Cord, Karteek Alahari
CoRL, 2022
bibtex / code / project page

@inproceedings{bartoccioni2022lara,
  title={LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation},
  author={Bartoccioni, Florent and Zablocki, {\'E}loi and Bursuc, Andrei and P{\'e}rez, Patrick and Cord, Matthieu and Alahari, Karteek},
  booktitle={CoRL},
  year={2022}
}

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks

Gianni Franchi, Xuanlong Yu, Andrei Bursuc, Angel Tena, Rémi Kazmierczak, Severine Dubuisson, Emanuel Aldea, David Filliat
BMVC, 2022
bibtex / code / project page

@inproceedings{franchi2022muad,
  title={MUAD: Multiple uncertainties for autonomous driving benchmark for multiple uncertainty types and tasks},
  author={Franchi, Gianni and Yu, Xuanlong and Bursuc, Andrei and Kazmierczak, R{\'e}mi and Dubuisson, S{\'e}verine and Aldea, Emanuel and Filliat, David},
  booktitle={BMVC},
  year={2022}
}

Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation

Antonin Vobecky, David Hurych, Oriane Siméoni , Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Josef Sivic
ECCV (oral), 2022
bibtex / code / project page

@inproceedings{vobecky2022drive,
  title={Drive\&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation},
  author={Vobecky, Antonin and Hurych, David and Sim{\'e}oni, Oriane and Gidaris, Spyros and Bursuc, Andrei and P{\'e}rez, Patrick and Sivic, Josef},
  booktitle={ECCV},
  year={2022}
}

What to Hide from Your Students: Attention-Guided Masked Image Modeling

Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
ECCV, 2022
bibtex / code

@inproceedings{kakogeorgiou2022hide,
  title={What to Hide from Your Students: Attention-Guided Masked Image Modeling},
  author={Kakogeorgiou, Ioannis and Gidaris, Spyros and Psomas, Bill and Avrithis, Yannis and Bursuc, Andrei and Karantzalos, Konstantinos and Komodakis, Nikos},
  booktitle={ECCV},
  year={2022}
}

Latent Discriminant deterministic Uncertainty

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, David Filliat
ECCV, 2022
bibtex / code / project page

@inproceedings{franchi2022latent,
  title={Latent Discriminant deterministic Uncertainty},
  author={Franchi, Gianni and Yu, Xuanlong and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, Severine and Filliat, David},
  booktitle={ECCV},
  year={2022}
}

Active Learning Strategies for Weakly-Supervised Object Detection

Huy V. Vo, Oriane Siméoni, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Jean Ponce
ECCV, 2022
bibtex / code / project page

  @inproceedings{vo2022active,
  title={Active Learning Strategies for Weakly-Supervised Object Detection},
  author={Vo, Huy V and Sim{\'e}oni, Oriane and Gidaris, Spyros and Bursuc, Andrei and P{\'e}rez, Patrick and Ponce, Jean},
  booktitle={ECCV},
  year={2022}
}
}

Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data

Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet
CVPR, 2022
bibtex / code / project page

@inproceedings{sautier22slidr,
  title={Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data},
  author={Corentin Sautier and Gilles Puy and Spyros Gidaris and Alexandre Boulch and Andrei Bursuc and Renaud Marlet},
  booktitle={CVPR}
  year={2022}
}

Spherical perspective on learning with normalization layers

Simon Roburin, Yann de Mont-Marin, Andrei Bursuc, Renaud Marlet, Patrick Pérez, Mathieu Aubry
Neurocomputing, 2022
bibtex / project page / code

@article{roburin2022spherical,
  title={Spherical perspective on learning with normalization layers},
  author={Roburin, Simon and de Mont-Marin, Yann and Bursuc, Andrei and Marlet, Renaud and P{\'e}rez, Patrick and Aubry, Mathieu},
  journal={Neurocomputing},
  volume={487},
  pages={66--74},
  year={2022},
  publisher={Elsevier}
}

Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks

Kevin Osanlou, Jeremy Frank, J. Benton, Andrei Bursuc, Christophe Guettier, Tristan Cazenave, Eric Jacopin
AAAI (oral), 2022
bibtex

@inproceedings{osanlou2022solving,
  title={Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability using Tree Search and Graph Neural Networks},
  author={Osanlou, Kevin and Frank, Jeremy and Bursuc, Andrei and Cazenave, Tristan and Jacopin, Eric and Guettier, Christophe and Benton, J},
  booktitle={AAAI},
  year={2022}
}

Reliable Semantic Segmentation with Superpixel-Mix

Gianni Franchi, Nacim Belkhir, Mai Lan Ha, Yufei Hu, Andrei Bursuc, Volker Blanz, Angela Yao
BMVC, 2021
bibtex / code / project page

@inproceedings{franchi2021robust,
  title={Reliable Semantic Segmentation with Superpixel-Mix},
  author={Franchi, Gianni and Belkhir, Nacim and Ha, Mai Lan and Hu, Yufei and Bursuc, Andrei and Blanz, Volker and Yao, Angela},
  booktitle={BMVC},
  year={2021}
}

Localizing Objects with Self-Supervised Transformers and no Labels

Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, and Jean Ponce
BMVC, 2021
bibtex / code / project page

@inproceedings{simeoni2021lost,
   title = {Localizing Objects with Self-Supervised Transformers and no Labels},
   author = {Oriane Sim\'eoni and Gilles Puy and Huy V. Vo and Simon Roburin and Spyros Gidaris and Andrei Bursuc and Patrick P\'erez and Renaud Marlet and Jean Ponce},
   booktitle = {BMVC},
   year = {2021}
}

Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation

Victor Besnier, Andrei Bursuc, Alexandre Briot, and David Picard
ICCV, 2021
bibtex / code / video / project page

@inproceedings{besnier2021triggering,
    title = {Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation},
    author = {Besnier, Victor and Bursuc, Andrei and Picard, David and Briot Alexandre},
    booktitle={Proceedings of the IEEE International Conference on Computer Vision},
    year={2021}
}

StyleLess layer: Improving robustness for real-world driving

Julien Rebut, Andrei Bursuc, and Patrick Pérez
IROS, 2021
bibtex

@inproceedings{rebut2021styleless,
  title={StyleLess layer: Improving robustness for real-world driving},
  author={Rebut, Julien and Bursuc, Andrei and P{\'e}rez, Patrick},
  booktitle={IROS},
  year={2021}
}

Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
CVPR, 2021
bibtex / code / project page

@inproceedings{gidaris2021obow,
    title={Learning Representations by Predicting Bags of Visual Words},
    author={Gidaris, Spyros and Bursuc, Andrei and Komodakis, Nikos and P{\'e}rez, Patrick and Cord, Matthieu},
    booktitle={CVPR},
    year={2020}
}

Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch
arXiv, 2020
bibtex / code

@article{franchi2020lpbnn,
  title={Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification},
  author={Franchi, Gianni and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, S{\'e}verine and Bloch, Isabelle},
  journal={arXiv preprint arXiv:2012.02818},
  year={2020}
}

PLOP: Probabilistic poLynomial Objects trajectory Prediction for autonomous driving

Thibault Buhet, Emilie Wirbel, Andrei Bursuc, Xavier Perrotton
CoRL, 2020
bibtex / blog post / project page

  @inproceedings{buhet2020plop,
    title={PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving},
    author={Buhet, Thibault and Wirbel, Emilie and Bursuc, Andrei and Perrotton, Xavier},
    booktitle={Conference on Robot Learning (CoRL)},
    year={2020}
  }

TRADI: Tracking deep neural network weight distributions for uncertainty estimation

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch
ECCV, 2020
bibtex / code

@inproceedings{franchi2020tradi,
  title={TRADI: Tracking deep neural network weight distributions for uncertainty estimation},
  author={Franchi, Gianni and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, S{\'e}verine and Bloch, Isabelle},
  booktitle={ECCV},
  year={2020}
}

One Versus all for deep Neural Network Incertitude (OVNNI) quantification

Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson, Isabelle Bloch
arXiv, 2020
bibtex

@article{franchi2020one,
  title={One Versus all for deep Neural Network Incertitude (OVNNI) quantification},
  author={Franchi, Gianni and Bursuc, Andrei and Aldea, Emanuel and Dubuisson, Severine and Bloch, Isabelle},
  journal={arXiv preprint arXiv:2006.00954},
  year={2020}
}

Learning Representations by Predicting Bags of Visual Words

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
CVPR, 2020
bibtex / code

@inproceedings{gidaris2020learning,
    title={Learning Representations by Predicting Bags of Visual Words},
    author={Gidaris, Spyros and Bursuc, Andrei and Komodakis, Nikos and P{\'e}rez, Patrick and Cord, Matthieu},
    booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
    pages={6928--6938},
    year={2020}
}

Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems

Isabelle Leang, Ganesh Sistu, Fabian Burger, Andrei Bursuc, and Senthil Yogamani
ITSC, 2020
bibtex

@inproceedings{leang2020dynamic,
  title={Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems},
  author={Leang, Isabelle and Sistu, Ganesh and Burger, Fabian and Bursuc, Andrei and Yogamani, Senthil},
  booktitle={ITSC},
  year={2020}
}

This dataset does not exist: training models from generated images

Victor Besnier, Himalaya Jain, Andrei Bursuc, Matthieu Cord, and Patrick Pérez
ICASSP, 2020
bibtex

@inproceedings{besnier2020dataset,
  title={This dataset does not exist: training models from generated images},
  author={Besnier, Victor and Jain, Himalaya and Bursuc, Andrei and Cord, Matthieu and P{\'e}rez, Patrick},
  booktitle={ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1--5},
  year={2020},
  organization={IEEE}
}

Boosting Few-Shot Visual Learning With Self-Supervision

Spyros Gidaris, Andrei Bursuc, Nikos Komodakis, Patrick Pérez, and Matthieu Cord
ICCV, 2019
bibtex / code

@inproceedings{gidaris2019boosting,
  title={Boosting few-shot visual learning with self-supervision},
  author={Gidaris, Spyros and Bursuc, Andrei and Komodakis, Nikos and P{\'e}rez, Patrick and Cord, Matthieu},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  pages={8059--8068},
  year={2019}
}

Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search

Kevin Osanlou, Andrei Bursuc, Christophe Guettier, Tristan Cazenave and Eric Jacopin
IROS, 2019
bibtex

@inproceedings{osanlou2019optimal,
  title={Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search},
  author={Osanlou, Kevin and Bursuc, Andrei and Guettier, Christophe and Cazenave, Tristan and Jacopin, Eric},
  booktitle={2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
  pages={3519--3525},
  year={2019},
  organization={IEEE}
}

Dense Classification and Implanting for Few-Shot Learning

Yann Lifchitz, Yannis Avrithis, Sylvaine Picard, Andrei Bursuc
CVPR, 2019
bibtex

@inproceedings{lifchitz2019dense,
  title={Dense classification and implanting for few-shot learning},
  author={Lifchitz, Yann and Avrithis, Yannis and Picard, Sylvaine and Bursuc, Andrei},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={9258--9267},
  year={2019}
}

Understanding and Improving Kernel Local Descriptors

Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondřej Chum
International Journal on Computer Vision (IJCV), 2019
bibtex

@article{mukundan2019understanding,
  title={Understanding and improving kernel local descriptors},
  author={Mukundan, Arun and Tolias, Giorgos and Bursuc, Andrei and J{\'e}gou, Herv{\'e} and Chum, Ond{\v{r}}ej},
  journal={International Journal of Computer Vision},
  volume={127},
  number={11-12},
  pages={1723--1737},
  year={2019},
  publisher={Springer}
}

Rotation and translation covariant match kernels for image retrieval

Giorgos Tolias, Andrei Bursuc, Teddy Furon, Hervé Jégou
Computer Vision and Image Understanding (CVIU), 2015
bibtex / code

@article{tolias15,
  title     = {{Rotation and translation covariant match kernels for image retrieval}},
  author    = {Tolias, Giorgos and Bursuc, Andrei and Furon, Teddy and J{\'e}gou, Herv{\'e}},
  url       = {https://hal.archives-ouvertes.fr/hal-01168525},
  journal   = {{Computer Vision and Image Understanding}},
  publisher = {{Elsevier}},
  year      = {2015},
  month     = Jun,
  doi       = {10.1016/j.cviu.2015.06.007}
}

Kernel Local Descriptors with Implicit Rotation Matching

Andrei Bursuc, Giorgos Tolias, Hervé Jégou
International Conference on Multimedia Retrieval, 2015
bibtex / poster / code

@inproceedings{Bursuc15,
  author    = {Bursuc, Andrei and Tolias, Giorgos and J{\'e}gou, Herv{\'e}},
  title     = {{Kernel Local Descriptors with Implicit Rotation Matching}},
  url       = {https://hal.inria.fr/hal-01145656},
  booktitle = {{ACM International Conference on Multimedia Retrieval }},
  year      = {2015}
  }

A Smartphone-Based Obstacle Detection and Classification System for Assisting Visually Impaired People

Ruxandra Tapu, Bogdan Mocanu, Andrei Bursuc, Titus Zaharia
ICCV Workshop on Wearable Computer Vision Systems, 2013
bibtex

@inproceedings{Tapu13,
  author    = {Tapu, R. and Mocanu, B. and Bursuc, A. and Zaharia, T.},
  title     = {A Smartphone-Based Obstacle Detection and Classification System for Assisting Visually Impaired People},
  booktitle = {Computer Vision Workshops (ICCVW), 2013 IEEE International Conference on},
  year      = {2013},
  pages     = {444-451}
  }

ARTEMIS at TRECVID 2013: Instance Search Task

Andrei Bursuc, Titus Zaharia
Trecvid Workshop, 2013
bibtex

@inproceedings{bursuc2013b,
  title     = {ARTEMIS at TRECVID 2013: Instance Search Task},
  author    = {Bursuc, Andrei and Titus, Zaharia},
  booktitle = {Proc. TRECVID Workshop},
  year      = {2013}
}

ARTEMIS @ MediaEval 2013: A Content-Based Image Clustering Method for Public Image Repositories

Andrei Bursuc, Titus Zaharia
MediaEval Workshop, 2013
bibtex

@article{bursuc2013c,
  title   = {ARTEMIS@ MediaEval 2013: A Content-Based Image Clustering Method for Public Image Repositories, Working Notes Proceedings MediaEval 2013 Workshop, Eds},
  author  = {Bursuc, A and Zaharia, T},
  journal = {M Larson, X Anguera, T Reuter, GJF Jones, B Ionescu, M Schedl, T Piatrik, C Hauff, M Soleymani, co-located with ACM Multimedia, Barcelona, Spain, October},
  pages   = {18--19},
  year    = {2013}
}

ALICE-Assistance for better mobility and improved cognition of elderly blind and visually impaired

Titus Zaharia, Andrei Bursuc, Matej Zorec, Polona Car, Monica Cunil, Davorka Sel
IEEE WIAMIS, 2013
bibtex / poster

@inproceedings{zaharia13,
  title     = {ALICE-Assistance for better mobility and improved cognition of elderly blind and visually impaired},
  author    = {Titus, Zaharia and Bursuc, Andrei and Matej, Zorec and Polona, Car and Monica, Cunil and Davorka, Sel},
  booktitle = {Proc. International Workshop on Image and Audio Analysis for Multimedia Interactive Services},
  year      = {2013}
}

Multi-modal query expansion for video object instances retrieval

Andrei Bursuc, Titus Zaharia
IAPR Machine Vision Applications, 2013
bibtex / poster

@inproceedings{bursuc2013a,
  author    = {Bursuc, Andrei and Titus, Zaharia},
  title     = {Multi-modal query expansion for video object instances retrieval},
  booktitle = {MVA2013 IAPR International Conference on Machine Vision Applications},
  pages     = {214-217},
  year      = {2013}
}

ARTEMIS-UBIMEDIA at TRECVID 2012: Instance Search Task

Andrei Bursuc, Titus Zaharia, Olivier Martinot, Françoise Prêteux
TrecVid Workshop, 2012
bibtex / poster

@inproceedings{bursuc2012a,
  title     = {ARTEMIS-UBIMEDIA at TRECVid 2012: Instance Search Task},
  author    = {Bursuc, Andrei and Zaharia, Titus and Martinot, Olivier and Pr{\^e}teux, Fran{\c{c}}oise},
  booktitle = {Proc. TRECVID Workshop},
  year      = {2012}
}

Dynamic detection of visual entities

Andrei Bursuc, Titus Zaharia, Françoise Prêteux
IEEE EUSIPCO , 2012
bibtex

@inproceedings{bursuc2012b,
  title     = {Dynamic detection of visual entities},
  author    = {Bursuc, Andrei and Zaharia, Titus and Pr{\^e}teux, Fran{\c{c}}oise},
  booktitle = {Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European},
  pages     = {2392--2396},
  year      = {2012}
}

OVIDIUS: A Web Platform for Video Browsing and Search

Andrei Bursuc, Titus Zaharia, Françoise Prêteux
MMM Video Browser Showdown, 2012
bibtex

@incollection{bursuc2012c,
  title     = {OVIDIUS: A Web Platform for Video Browsing and Search},
  author    = {Bursuc, Andrei and Zaharia, Titus and Prêteux, Françoise},
  booktitle = {Advances in Multimedia Modeling},
  series    = {Lecture Notes in Computer Science},
  volume    = {7131},
  year      = {2012},
  pages     = {649-651}
}

Detection of Multiple Instances of Video Objects

Andrei Bursuc, Titus Zaharia, Françoise Prêteux
IEEE/ACM SITIS, 2011
bibtex

@inproceedings{bursuc2011a,
  title     = {Detection of Multiple Instances of Video Objects},
  author    = {Bursuc, Andrei and Zaharia, Titus and Pr{\^e}teux, Francoise},
  booktitle = {Signal-Image Technology and Internet-Based Systems (SITIS), 2011 Seventh International Conference on},
  pages     = {446--453},
  year      = {2011}
}

ARTEMIS-UBIMEDIA at TRECVid 2011: Instance Search

Andrei Bursuc, Titus Zaharia, Olivier Martinot
TrecVid Workshop, 2011
bibtex

@inproceedings{bursuc2011b,
  title     = {ARTEMIS-UBIMEDIA at TRECVid 2011: Instance Search},
  author    = {Bursuc, Andrei and Zaharia, Titus and Martinot, Olivier},
  booktitle = {Proc. TRECVID Workshop},
  year      = {2011}
}

Mobile video browsing and retrieval with the OVIDIUS platform

Andrei Bursuc, Titus Zaharia, Françoise Prêteux
ACM Multimedia, 2010
bibtex / poster

@inproceedings{bursuc2010a,
  title     = {Mobile video browsing and retrieval with the ovidius platform},
  author    = {Bursuc, Andrei and Zaharia, Titus and Pr{\^e}teux, Fran{\c{c}}oise},
  booktitle = {Proceedings of the international conference on Multimedia},
  pages     = {1659--1662},
  year      = {2010}
}

OVIDIUS: An on-line video retrieval platform for multi-terminal access

Andrei Bursuc, Titus Zaharia, Bertrand Delezoide, Françoise Prêteux
Content-Based Multimedia Indexing (CBMI), 2010
bibtex

@inproceedings{bursuc2010b,
  title     = {OVIDIUS: An on-line video retrieval platform for multi-terminal access},
  author    = {Bursuc, Andrei and Zaharia, Titus and Delezoide, Bertrand and Pr{\^e}teux, Francoise},
  booktitle = {Content-Based Multimedia Indexing (CBMI), 2010 International Workshop on},
  pages     = {1--6},
  year      = {2010}
}

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