Samia Ainouz

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 20

Top Topics

Stereo Matching

Hyperparameters

Weather Conditions

Top Venues

Publications

Fabian Dubourvieux, Angélique Loesch, Romaric Audigier, Samia Ainouz, Stéphane Canu
Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters. CoRR (2021)
Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification. CoRR (2021)
Fabian Dubourvieux, Angélique Loesch, Romaric Audigier, Samia Ainouz, Stéphane Canu
Improving Unsupervised Domain Adaptive Re-Identification Via Source-Guided Selection of Pseudo-Labeling Hyperparameters. IEEE Access 9 (2021)
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
Multimodal Polarimetric And Color Fusion For Road Scene Analysis In Adverse Weather Conditions. ICIP (2021)
Guillaume Lorre, Jaonary Rabarisoa, Astrid Orcesi, Samia Ainouz, Stéphane Canu
Temporal Contrastive Pretraining for Video Action Recognition. WACV (2020)
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
A new multimodal RGB and polarimetric image dataset for road scenes analysis. CVPR Workshops (2020)
Jing Zhang, Caroline Petitjean, Florian Yger, Samia Ainouz
Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Jing Zhang, Caroline Petitjean, Pierre Lopez, Samia Ainouz
Direct estimation of fetal head circumference from ultrasound images based on regression CNN. MIDL (2020)
Jing Zhang, Caroline Petitjean, Samia Ainouz
Kappa Loss for Skin Lesion Segmentation in Fully Convolutional Network. ISBI (2020)
Fabian Dubourvieux, Romaric Audigier, Angelique Loesch, Samia Ainouz, Stéphane Canu
Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling. ICPR (2020)
Fabian Dubourvieux, Romaric Audigier, Angelique Loesch, Samia Ainouz, Stéphane Canu
Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling. CoRR (2020)
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning. ITSC (2019)
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning. CoRR (2019)
Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair
Polarization-Based Car Detection. ICIP (2018)
Christophe Bobda, Md Jubaer Hossain Pantho, Cindy Roullet, Abdelaziz Bensrhair, Samia Ainouz
SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images. ICDSC (2017)
Fabien Bonardi, Samia Ainouz, Rémi Boutteau, Yohan Dupuis, Xavier Savatier, Pascal Vasseur
A novel global image description approach for long term vehicle localization. EUSIPCO (2017)
Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
Specularity removal: A global energy minimization approach based on polarization imaging. Comput. Vis. Image Underst. 158 (2017)
Fan Wang, Samia Ainouz, Chunfeng Lian, Abdelaziz Bensrhair
Multimodality semantic segmentation based on polarization and color images. Neurocomputing 253 (2017)
Fabien Bonardi, Samia Ainouz, Rémi Boutteau, Yohan Dupuis, Xavier Savatier, Pascal Vasseur
PHROG: A Multimodal Feature for Place Recognition. Sensors 17 (5) (2017)
Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
Polarization-based specularity removal method with global energy minimization. ICIP (2016)
Alina Dana Miron, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair, Alberto Broggi
An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup. Sensors 15 (6) (2015)
Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
A robust cost function for stereo matching of road scenes. Pattern Recognit. Lett. 38 (2014)
Fan Wang, Alina Dana Miron, Samia Ainouz, Abdelaziz Bensrhair
Post-aggregation stereo matching method using Dempster-Shafer theory. ICIP (2014)
Alina Dana Miron, Bassem Besbes, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
Intensity self similarity features for pedestrian detection in Far-Infrared images. Intelligent Vehicles Symposium (2012)
Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
Towards a robust and fast color stereo matching for intelligent vehicle application. ICIP (2012)
Samia Ainouz, Olivier Morel, Nicolas Walter, David Fofi
Mirror-adapted matching of catadioptric images. ICIP (2008)
Samia Ainouz, Jihad Zallat, Fabrice Mériaudeau
Noise estimation of polarization-encoded images by Peano-Hilbert fractal path. EUSIPCO (2008)
Samia Ainouz, Olivier Morel, Fabrice Mériaudeau
Geometric-Based Segmentation of Polarization-Encoded Images. SITIS (2008)
Samia Ainouz, Jihad Zallat, Antonello De Martino
Clustering and colour preview of polarization-encoded images. EUSIPCO (2006)