Samia Ainouz

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Ultrasound Images

Navigation Systems

Top Venues

Comput. Vis. Image Underst.

Publications

Corentin Bunel, Maxime Guériau, Alaa Daoud, Samia Ainouz, Gilles Gasso
Addressing Open-set Object Detection for Autonomous Driving perception: A focus on road objects. IV (2024)
Carole Le Guyader, Samia Ainouz, Stéphane Canu
A Physically Admissible Stokes Vector Reconstruction in Linear Polarimetric Imaging. J. Math. Imaging Vis. 65 (4) (2023)
Hasan Abdl Ghani, Hind Laghmara, Sofiane Ahmed Ali, Samia Ainouz
Neural Network Observer for Lateral Vehicle Model with Varying Sampled and Delayed Output. CDC (2023)
Imane Argui, Maxime Guériau, Samia Ainouz
Building a Vision-Based Mixed-Reality Framework for Autonomous Driving Navigation. CoDIT (2023)
Imane Argui, Maxime Guériau, Samia Ainouz
A mixed-reality framework based on depth camera for safety testing of autonomous navigation systems. ITSC (2023)
Atif Anwer, Samia Ainouz, Naufal M. Saad, Syed Saad Azhar Ali, Fabrice Mériaudeau
Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data. Neurocomputing 559 (2023)
Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu
Physically-admissible polarimetric data augmentation for road-scene analysis. CoRR (2022)
Cyprien Ruffino, Rachel Blin, Samia Ainouz, Gilles Gasso, Romain Hérault, Fabrice Mériaudeau, Stéphane Canu
Physically-admissible polarimetric data augmentation for road-scene analysis. Comput. Vis. Image Underst. 222 (2022)
Atif Anwer, Samia Ainouz, Mohamad Naufal bin Mohamad Saad, Syed Saad Azhar Ali, Fabrice Mériaudeau
SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images. Sensors 22 (17) (2022)
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
The PolarLITIS Dataset: Road Scenes Under Fog. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Robin Condat, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair
Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding. ITSC (2022)
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. Comput. Vis. Image Underst. 223 (2022)
Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau
Road Scene Analysis: A Study of Polarimetric and Color-based Features under Various Adverse Weather Conditions. VISIGRAPP (4: VISAPP) (2022)
Jing Zhang, Caroline Petitjean, Samia Ainouz
Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images. J. Imaging 8 (2) (2022)