| Optimal configurations for imaging polarimeters: impact of image noise and systematic errors J Zallat, S Aïnouz, MP Stoll Journal of Optics A: Pure and Applied Optics 8 (9), 807, 2006 | 69 | 2006 |
| Physical interpretation of polarization-encoded images by color preview S Aïnouz, J Zallat, A de Martino, C Collet Optics express 14 (13), 5916-5927, 2006 | 46 | 2006 |
| A robust cost function for stereo matching of road scenes A Miron, S Ainouz, A Rogozan, A Bensrhair Pattern Recognition Letters 38, 70-77, 2014 | 36 | 2014 |
| Intensity self similarity features for pedestrian detection in far-infrared images A Miron, B Besbes, A Rogozan, S Ainouz, A Bensrhair 2012 IEEE Intelligent Vehicles Symposium, 1120-1125, 2012 | 33 | 2012 |
| Current state of the art of vision based SLAM N Muhammad, D Fofi, S Ainouz Image Processing: Machine Vision Applications II 7251, 72510F, 2009 | 28 | 2009 |
| Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning R Blin, S Ainouz, S Canu, F Meriaudeau 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 27-32, 2019 | 18 | 2019 |
| Specularity removal: A global energy minimization approach based on polarization imaging F Wang, S Ainouz, C Petitjean, A Bensrhair Computer Vision and Image Understanding 158, 31-39, 2017 | 15 | 2017 |
| Temporal contrastive pretraining for video action recognition G Lorre, J Rabarisoa, A Orcesi, S Ainouz, S Canu Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 14 | 2020 |
| An evaluation of the pedestrian classification in a multi-domain multi-modality setup A Miron, A Rogozan, S Ainouz, A Bensrhair, A Broggi Sensors 15 (6), 13851-13873, 2015 | 14 | 2015 |
| Adaptive processing of catadioptric images using polarization imaging: towards a pola-catadioptric model S Ainouz, O Morel, D Fofi, S Mosaddegh, A Bensrhair Optical engineering 52 (3), 037001, 2013 | 12 | 2013 |
| Cross-comparison census for colour stereo matching applied to intelligent vehicle A Miron, S Ainouz, A Rogozan, A Bensrhair Electronics letters 48 (24), 1530-1532, 2012 | 11 | 2012 |
| Multimodality semantic segmentation based on polarization and color images F Wang, S Ainouz, C Lian, A Bensrhair Neurocomputing 253, 193-200, 2017 | 10 | 2017 |
| Polarization-based car detection W Fan, S Ainouz, F Meriaudeau, A Bensrhair 2018 25th IEEE International Conference on Image Processing (ICIP), 3069-3073, 2018 | 9 | 2018 |
| Polarization-based specularity removal method with global energy minimization F Wang, S Ainouz, C Petitjean, A Bensrhair 2016 IEEE International Conference on Image Processing (ICIP), 1983-1987, 2016 | 9 | 2016 |
| Direct estimation of fetal head circumference from ultrasound images based on regression CNN J Zhang, C Petitjean, P Lopez, S Ainouz Medical Imaging with Deep Learning, 914-922, 2020 | 8 | 2020 |
| PHROG: a multimodal feature for place recognition F Bonardi, S Ainouz, R Boutteau, Y Dupuis, X Savatier, P Vasseur Sensors 17 (5), 1167, 2017 | 8 | 2017 |
| Post-aggregation stereo matching method using Dempster-Shafer theory F Wang, A Miron, S Ainouz, A Bensrhair 2014 IEEE International Conference on Image Processing (ICIP), 3783-3787, 2014 | 6 | 2014 |
| Mirror-adapted matching of catadioptric images S Ainouz, O Morel, N Walter, D Fofi 2008 15th IEEE International Conference on Image Processing, 309-312, 2008 | 6 | 2008 |
| Clustering and colour preview of polarization-encoded images S Ainouz, J Zallat, A De Martino 2006 14th European Signal Processing Conference, 1-5, 2006 | 6 | 2006 |
| Colour Stereo Matching with Automated Camera Gain Adjustment in Different Lighting Conditions MM Aziz, S Ainouz, S Mousset, PA Bensrhair, PF Meriaudeau A Thesis Submitted for the Degree of Erasmus Mundus MSc in Vision and …, 2009 | 5 | 2009 |
