Samia Ainouz - RankMe

48 papers A 2B 9C 3Journal 20Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	A Conflict-Guided Evidential Multimodal Fusion for Semantic Segmentation. WACV Lucas Deregnaucourt, Hind Laghmara, Alexis Lechervy, Samia Ainouz
2025	J	`jnl`	Exploring augmentation strategies in mixed reality for autonomous driving with depth cameras. Trans. Inst. Meas. Control Imane Argui, Maxime Guériau, Samia Ainouz
2025	B	`conf`	Knowledge Transfer via Dynamic Policy Fusion Between Autonomous Driving Agents. ICTAI Fatima-Ezzahra Maad, Maxime Guériau, Samia Ainouz
2024	C	`conf`	Addressing Open-set Object Detection for Autonomous Driving perception: A focus on road objects. IV Corentin Bunel, Maxime Guériau, Alaa Daoud, Samia Ainouz, Gilles Gasso
2024	J	`jnl`	Advancements in Mixed Reality for Autonomous Vehicle Testing and Advanced Driver Assistance Systems: A Survey. IEEE Trans. Intell. Transp. Syst. Imane Argui, Maxime Guériau, Samia Ainouz
2024	C	`conf`	Sampled Data Radial Basis Function Neural Network Observer Design for Nonlinear Vehicle Dynamics. ACC Hasan Abdl Ghani, Hind Laghmara, Sofiane Ahmed Ali, Samia Ainouz, Redouane Khemmar
2023	J	`jnl`	A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging. J. Math. Imaging Vis. Carole Le Guyader, Samia Ainouz, Stéphane Canu
2023	—	`conf`	A mixed-reality framework based on depth camera for safety testing of autonomous navigation systems. ITSC Imane Argui, Maxime Guériau, Samia Ainouz
2023	C	`conf`	Building a Vision-Based Mixed-Reality Framework for Autonomous Driving Navigation. CoDIT Imane Argui, Maxime Guériau, Samia Ainouz
2023	J	`jnl`	Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data. Neurocomputing Atif Anwer, Samia Ainouz, Naufal M. Saad, Syed Saad Azhar Ali, Fabrice Mériaudeau
2023	—	`conf`	Neural Network Observer for Lateral Vehicle Model with Varying Sampled and Delayed Output. CDC Hasan Abdl Ghani, Hind Laghmara, Sofiane Ahmed Ali, Samia Ainouz
2022	J	`jnl`	A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification. Comput. Vis. Image Underst. Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu
2022	—	`conf`	Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding. ITSC Robin Condat, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
2022	J	`jnl`	Physically-admissible polarimetric data augmentation for road-scene analysis. CoRR Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu
2022	J	`jnl`	Physically-admissible polarimetric data augmentation for road-scene analysis. Comput. Vis. Image Underst. Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu
2022	—	`conf`	Road Scene Analysis: A Study of Polarimetric and Color-based Features under Various Adverse Weather Conditions. VISIGRAPP (4: VISAPP) Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
2022	J	`jnl`	Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images. J. Imaging Jing Zhang, Caroline Petitjean, Samia Ainouz
2022	J	`jnl`	SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images. Sensors Atif Anwer, Samia Ainouz, Mohamad Naufal bin Mohamad Saad, Syed Saad Azhar Ali, Fabrice Mériaudeau
2022	J	`jnl`	The PolarLITIS Dataset: Road Scenes Under Fog. IEEE Trans. Intell. Transp. Syst. Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
2021	J	`jnl`	A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification. CoRR Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu
2021	J	`jnl`	Improving Unsupervised Domain Adaptive Re-Identification Via Source-Guided Selection of Pseudo-Labeling Hyperparameters. IEEE Access Fabian Dubourvieux, Angélique Loesch, Romaric Audigier, Samia Ainouz, Stéphane Canu
2021	J	`jnl`	Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters. CoRR Fabian Dubourvieux, Angélique Loesch, Romaric Audigier, Samia Ainouz, Stéphane Canu
2021	B	`conf`	Multimodal Polarimetric And Color Fusion For Road Scene Analysis In Adverse Weather Conditions. ICIP Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
2020	—	`conf`	A new multimodal RGB and polarimetric image dataset for road scenes analysis. CVPR Workshops Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
2020	—	`conf`	Direct estimation of fetal head circumference from ultrasound images based on regression CNN. MIDL Jing Zhang, Caroline Petitjean, Pierre Lopez, Samia Ainouz
2020	—	`conf`	Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images. iMIMIC/MIL3ID/LABELS@MICCAI Jing Zhang, Caroline Petitjean, Florian Yger, Samia Ainouz
2020	—	`conf`	Kappa Loss for Skin Lesion Segmentation in Fully Convolutional Network. ISBI Jing Zhang, Caroline Petitjean, Samia Ainouz
2020	A	`conf`	Temporal Contrastive Pretraining for Video Action Recognition. WACV Guillaume Lorre, Jaonary Rabarisoa, Astrid Orcesi, Samia Ainouz, Stéphane Canu
2020	B	`conf`	Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling. ICPR Fabian Dubourvieux, Romaric Audigier, Angelique Loesch, Samia Ainouz, Stéphane Canu
2020	J	`jnl`	Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling. CoRR Fabian Dubourvieux, Romaric Audigier, Angelique Loesch, Samia Ainouz, Stéphane Canu
2019	—	`conf`	Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning. ITSC Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
2019	J	`jnl`	Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning. CoRR Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
2018	B	`conf`	Polarization-Based Car Detection. ICIP Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair
2017	—	`conf`	A novel global image description approach for long term vehicle localization. EUSIPCO Fabien Bonardi, Samia Ainouz, Rémi Boutteau, Yohan Dupuis, Xavier Savatier, Pascal Vasseur
2017	J	`jnl`	Multimodality semantic segmentation based on polarization and color images. Neurocomputing Fan Wang, Samia Ainouz, Chunfeng Lian, Abdelaziz Bensrhair
2017	J	`jnl`	PHROG: A Multimodal Feature for Place Recognition. Sensors Fabien Bonardi, Samia Ainouz, Rémi Boutteau, Yohan Dupuis, Xavier Savatier, Pascal Vasseur
2017	—	`conf`	SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images. ICDSC Christophe Bobda, Md Jubaer Hossain Pantho, Cindy Roullet, Abdelaziz Bensrhair, Samia Ainouz
2017	J	`jnl`	Specularity removal: A global energy minimization approach based on polarization imaging. Comput. Vis. Image Underst. Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
2016	B	`conf`	Polarization-based specularity removal method with global energy minimization. ICIP Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair
2015	J	`jnl`	An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup. Sensors Alina Dana Miron, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair, Alberto Broggi
2014	J	`jnl`	A robust cost function for stereo matching of road scenes. Pattern Recognit. Lett. Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
2014	B	`conf`	Post-aggregation stereo matching method using Dempster-Shafer theory. ICIP Fan Wang, Alina Dana Miron, Samia Ainouz, Abdelaziz Bensrhair
2012	B	`conf`	Intensity self similarity features for pedestrian detection in Far-Infrared images. Intelligent Vehicles Symposium Alina Dana Miron, Bassem Besbes, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
2012	B	`conf`	Towards a robust and fast color stereo matching for intelligent vehicle application. ICIP Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair
2008	—	`conf`	Geometric-Based Segmentation of Polarization-Encoded Images. SITIS Samia Ainouz, Olivier Morel, Fabrice Mériaudeau
2008	B	`conf`	Mirror-adapted matching of catadioptric images. ICIP Samia Ainouz, Olivier Morel, Nicolas Walter, David Fofi
2008	—	`conf`	Noise estimation of polarization-encoded images by Peano-Hilbert fractal path. EUSIPCO Samia Ainouz, Jihad Zallat, Fabrice Mériaudeau
2006	—	`conf`	Clustering and colour preview of polarization-encoded images. EUSIPCO Samia Ainouz, Jihad Zallat, Antonello De Martino