Recherche - Archive ouverte HAL Accéder directement au contenu

Filtrer vos résultats

39 résultats
Image document

An Evidential Deep Network Based on Dempster-Shafer Theory for Large Dataset

Lucas Deregnaucourt , Alexis Lerchervy , Hind Laghmara , Samia Ainouz
Florentin Smarandache; Jean Dezert; Albena Tchamova. Advances and Applications of DSmT for Information Fusion: Collected Works(Volume 5), pp.907-914, 2023
Chapitre d'ouvrage hal-04448387v1

Specularity removal: A global energy minimization approach based on polarization imaging

Fan Wang , Samia Ainouz , Caroline Petitjean , Abdelaziz Bensrhair
Computer Vision and Image Understanding, 2014, 158, pp.31 - 39. ⟨10.1016/j.patrec.2013.11.009⟩
Article dans une revue hal-01535900v1
Image document

Vers une plate-forme de réalité mixte pour les robots mobiles autonomes

Imane Argui , Maxime Guériau , Samia Ainouz-Zemouche
20èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jun 2022, Saint-Etienne, France
Communication dans un congrès hal-03725741v1
Image document

Building a vision-based mixed-reality framework for autonomous driving navigation

Imane Argui , Maxime Gueriau , Samia Ainouz-Zemouche
9th International Conference on Control, Decision and Information Technologies (CoDIT), Jul 2023, Rome, Italy. ⟨10.1109/CoDIT58514.2023.10284251⟩
Communication dans un congrès hal-04184113v1

A robust cost function for stereo matching of road scenes

Samia Ainouz
Pattern Recognition Letters, 2014
Article dans une revue hal-01667861v1
Image document

An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup

A Miron , A Rogozan , S Ainouz , A B Bensrhair , A B Broggi
Sensors, 2015, 15 (6), pp.13851-13873. ⟨10.3390/s150613851⟩
Article dans une revue hal-01535904v1

(Omni-)Pola-Catadioptric Vision: Ideas and Experiments

Abd El Rahman Shabayek , Samia Ainouz-Zemouche , Olivier Morel , David Fofi
Workshop on Fundamental and Applied 3D Computer Vision, Sep 2012, Clermont-Ferrand, France
Communication dans un congrès hal-00733055v1
Image document

Temporal Contrastive Pretraining for Video Action Recognition

Guillaume Lorre , Jaonary Rabarisoa , Astrid Orcesi , Samia Ainouz-Zemouche , Stephane Canu
IEEE/CVF Winter Conference on Applications of Computer Vision, Mar 2020, Snowmass, United States. ⟨10.1109/WACV45572.2020.9093278⟩
Communication dans un congrès hal-03255934v1

Stokes images analysis using Poincaré sphere to color space mapping

Samia Ainouz-Zemouche , Jihad Zallat , Antonello de Martino , Marc-Philippe Stoll
World Scientific and Engineering Academy and Society transactions on signal processing, 2006, 2 (4)
Article dans une revue hal-00443673v1

Clustering and color preview of polarization-encoded images

Samia Ainouz-Zemouche , Jihad Zallat , Antonello de Martino
EUSIPCO'06, 2006, Florence, Italy
Communication dans un congrès hal-00443683v1

Polarization-based specularity removal method with global energy minimization

Fan Wang , Samia Ainouz , Caroline Petitjean , Abdelaziz Bensrhair
2016 IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. pp.1983-1987, ⟨10.1109/ICIP.2016.7532705⟩
Communication dans un congrès hal-02113807v1

Specularity removal: a global energy minimization approach based on polarization imaging

Samia Ainouz , Caroline Petitjean , Abdelaziz Bensrhair
Computer Vision and Image Understanding, 2017
Article dans une revue hal-01665341v1
Image document

Contrastive predictive coding for video representation learning

Guillaume Lorre , Jaonary Rabarisoa , Astrid Orcesi , Samia Ainouz , Stéphane Canu
ICML2019 - 36th International Conference on Machine Learning - Workshop on Self-Supervised Learning, Jun 2019, Long Beach, United States
Communication dans un congrès cea-03547497v1

Optimal configurations for imaging polarimeters : impact of image noise and systematic errors

Jihad Zallat , Samia Ainouz-Zemouche , Marc-Philippe Stoll
Journal of Optics A: Pure and Applied Optics, 2006, 8, pp.807-814
Article dans une revue hal-00443671v1

Multimodality semantic segmentation based on polarization and color images

Samia Ainouz-Zemouche , Fan Wang , Samia Ainouz , Chunfeng Lian , Abdelaziz Bensrhair
Neurocomputing, 2017, 253, pp.193-200. ⟨10.1016/j.neucom.2016.10.090⟩
Article dans une revue hal-03255893v1
Image document

Specularity removal: a global energy minimization approach based on polarization imaging

Fan Wang , Samia Ainouz , Caroline Petitjean , Abdelaziz Bensrhair
Computer Vision and Image Understanding, 2017, ⟨10.1016/j.cviu.2017.03.003⟩
Article dans une revue hal-02114528v1

Filtrage physiquement admissible des images codées en polarisation moyennant un parcours fractal de Peano-Hilbert

Samia Ainouz-Zemouche , Jihad Zallat , Fabrice Mériaudeau
Traitement du Signal, 2009
Article dans une revue hal-00443672v1

Adapted learning for polarization-based car detection

Rachel Blin , Samia Ainouz , Stephane Canu , Fabrice Mériaudeau
14th International Conference on Quality Control by Artificial Vision, May 2019, Mulhouse, France. pp.98, ⟨10.1117/12.2523388⟩
Communication dans un congrès hal-02471097v1

Physical Processing of Polarization Images Noise Estimation of Polarization-Encoded Images by Peano-Hilbert Fractal Path

Samia Ainouz-Zemouche , Fabrice Mériaudeau
Recent Advances in Signal Processing, ISBN 978-953-7619-41, print process, pp.953-978, 2009
Chapitre d'ouvrage hal-00443675v1

Current State-of-the-Art of Vision-based SLAM

Naveed Muhammad , David Fofi , Samia Ainouz-Zemouche
SPIE Electronic Imaging - Image Processing: Machine Vision Applications II, 2009, San José, United States
Communication dans un congrès hal-00443677v1
Image document

A robust cost function for stereo matching of road scenes

Alina Miron , Samia Ainouz , Alexandrina Rogozan , Abdelaziz Bensrhair
Pattern Recognition Letters, 2019, ⟨10.1016/j.patrec.2013.11.009⟩
Article dans une revue hal-02114542v1

Interpretation of polarization-encoded images using clustering and Lab color space

Samia Ainouz-Zemouche , Jihad Zallat , Antonello de Martino
Multimedia Systems and Signal Processing conference, MUSP'06, 2006, Hangzhou, China
Communication dans un congrès hal-00443684v1
Image document

Explainability for regression CNN in fetal head circumference estimation from ultrasound images

Jing Zhang , Caroline Petitjean , Florian Yger , Samia Ainouz
Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI 2020, Oct 2020, Lima, Peru. pp.73-82, ⟨10.1007/978-3-030-61166-8_8⟩
Communication dans un congrès hal-02960164v1
Image document

A new multimodal RGB and polarimetric image dataset for road scenes analysis

Rachel Blin , Samia Ainouz , Stéphane Canu , Fabrice Meriaudeau
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2020, Seattle (virtual), United States
Communication dans un congrès hal-03255682v1
Image document

PHROG: A Multimodal Feature for Place Recognition

Fabien Bonardi , Samia Ainouz , Rémi Boutteau , Yohan Dupuis , Xavier Savatier , et al.
Sensors, 2017, 17, pp.1167 - 1167. ⟨10.3390/s17051167⟩
Article dans une revue hal-01535910v1

Line Matching across Catadioptric Images under Short Baseline Motion

Saleh Mosaddeg , David Fofi , Pascal Vasseur , Samia Ainouz-Zemouche
8th International Workshop on Omnidirectional Vision (OMNIVIS'2008) in conjunction with ECCV'2008, 2008, Marseille, France
Communication dans un congrès hal-00443681v1

Filtering of polarization-encoded images by Piano-Hilbert fractal path

Samia Ainouz-Zemouche , Fabrice Mériaudeau , Jihad Zallat
EUSIPCO'08, 2008, Lausane, Switzerland
Communication dans un congrès hal-00443679v1

Adapted processing of catadioptric images using polarization imaging

Samia Ainouz-Zemouche , Olivier Morel , Saleh Mosaddeg , David Fofi
ICIP'09, 2009, Caire, Egypt
Communication dans un congrès hal-00443676v1

Mirror-based matching of catadioptric images

Samia Ainouz-Zemouche , Olivier Morel , David Fofi
ICIP'08, 2009, San diego, United States
Communication dans un congrès hal-00443678v1
Image document

Filtrage physiquement admissible des images codées en polarisation moyennant un parcours fractal de type Peano-Hilbert

Samia Ainouz-Zemouche , Jihad Zallat , Olivier Morel , Fabrice Meriaudeau
Traitement du Signal, 2009, 3, p199-211
Article dans une revue hal-00914554v1