Nicolas Saunier

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 44

Top Venues

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Wassim Bouachir
Detection of Micromobility Vehicles in Urban Traffic Videos. CoRR (2024)
Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Learning Data Association for Multi-Object Tracking using Only Coordinates. CoRR (2024)
Abbas SheikhMohammadZadeh, Nicolas Saunier, E. O. D. Waygood
STUDIO: A Python graphical tool for analyzing street user observations from video data. SoftwareX 26 (2024)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CRV (2023)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Transformer-Based Human Action Recognition with Dynamic Feature Selection. CRV (2023)
Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting. CoRR (2022)
Seongjin Choi, Nicolas Saunier, Martin Trépanier, Lijun Sun
Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting. CoRR (2022)
Xinyu Chen, Zhanhong Cheng, Nicolas Saunier, Lijun Sun
Laplacian Convolutional Representation for Traffic Time Series Imputation. CoRR (2022)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CoRR (2022)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CVPR Workshops (2022)
Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression. CoRR (2022)
Zoubeir Tkiouat, Élise Labonté-LeMoyne, Ryad Titah, Nicolas Saunier, Pierre-Majorique Léger, Sylvain Sénécal
Attention and Human AI Collaboration - The Context of Automated Vehicles. HCI (49) (2022)
Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
FFAVOD: Feature Fusion Architecture for Video Object Detection. CoRR (2021)
Mohsen Rezaie, Nicolas Saunier
Trajectory Clustering Performance Evaluation: If we know the answer, it's not clustering. CoRR (2021)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
CenterPoly: real-time instance segmentation using bounding polygons. CoRR (2021)
Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. CoRR (2021)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
MeNToS: Tracklets Association with a Space-Time Memory Network. CoRR (2021)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
CenterPoly: real-time instance segmentation using bounding polygons. ICCVW (2021)
Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CoRR (2021)
Laurent Boucaud, Daniel Aloise, Nicolas Saunier
Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction? CoRR (2021)
Gaspar Faure, Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier
PolyTrack: Tracking with Bounding Polygons. CoRR (2021)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
FFAVOD: Feature fusion architecture for video object detection. Pattern Recognit. Lett. 151 (2021)
Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. ICPR (2020)
Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier
RN-VID: A Feature Fusion Architecture for Video Object Detection. ICIAR (1) (2020)
Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. CoRR (2020)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
A Grid-based Representation for Human Action Recognition. CoRR (2020)
Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier
RN-VID: A Feature Fusion Architecture for Video Object Detection. CoRR (2020)
Aman Gajendra Jain, Nicolas Saunier
Autocamera Calibration for traffic surveillance cameras with wide angle lenses. CoRR (2020)
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
A Grid-based Representation for Human Action Recognition. ICPR (2020)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
SpotNet: Self-Attention Multi-Task Network for Object Detection. CRV (2020)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. CoRR (2020)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. ICIAR (1) (2020)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier
SpotNet: Self-Attention Multi-Task Network for Object Detection. CoRR (2020)
Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Pierre Gravel
Road User Detection in Videos. CoRR (2019)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. ICIAR (1) (2019)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. CoRR (2019)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. ISVC (2018)
Marielba Urdaneta, Antoine Lemay, Nicolas Saunier, José M. Fernandez
A Cyber-Physical Testbed for Measuring the Impacts of Cyber Attacks on Urban Road Networks. Critical Infrastructure Protection (2018)
Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. CoRR (2018)
David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing. CoRR (2018)
Adrien Lessard, François Bélisle, Guillaume-Alexandre Bilodeau, Nicolas Saunier
The Counting App, or How to Count Vehicles in 500 Hours of Video. CVPR Workshops (2016)
Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Tracking All Road Users at Multimodal Urban Traffic Intersections. IEEE Trans. Intell. Transp. Syst. 17 (11) (2016)
Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Urban Tracker: Multiple object tracking in urban mixed traffic. WACV (2014)
Nicolas Saunier, Sophie Midenet
Creating ensemble classifiers through order and incremental data selection in a stream - Application to the online learning of road safety indicators. Pattern Anal. Appl. 16 (3) (2013)
Guillaume-Alexandre Bilodeau, Jean-Philippe Jodoin, Nicolas Saunier
Change Detection in Feature Space Using Local Binary Similarity Patterns. CRV (2013)
Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier
Background subtraction based on Local Shape CoRR (2012)
Bahman Yari Saeed Khanloo, Ferdinand Stefanus, Mani Ranjbar, Ze-Nian Li, Nicolas Saunier, Tarek Sayed, Greg Mori
A large margin framework for single camera offline tracking with hybrid cues. Comput. Vis. Image Underst. 116 (6) (2012)
Bahman Yari Saeed Khanloo, Ferdinand Stefanus, Mani Ranjbar, Ze-Nian Li, Nicolas Saunier, Tarek Sayed, Greg Mori
Max-Margin Offline Pedestrian Tracking with Multiple Cues. CRV (2010)
Nicolas Saunier, Sophie Midenet
Automatic Estimation of the Exposure to Lateral Collision in Signalized Intersections using Video Sensors CoRR (2010)
Nicolas Saunier, Tarek Sayed, Clark Lim
Probabilistic Collision Prediction for Vision-Based Automated Road Safety Analysis. ITSC (2007)
Nicolas Saunier, Tarek Sayed
A feature-based tracking algorithm for vehicles in intersections. CRV (2006)
Nicolas Saunier, Tarek Sayed
Clustering Vehicle Trajectories with Hidden Markov Models Application to Automated Traffic Safety Analysis. IJCNN (2006)

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Publication Activity (10 Years)

Top Topics

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Nicolas Saunier