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ORCIDNicolas Saunier
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2020 – today
- 2024
[j8]Abbas SheikhMohammadZadeh
, Nicolas Saunier, E. O. D. Waygood:
STUDIO: A Python graphical tool for analyzing street user observations from video data. SoftwareX 26: 101742 (2024)- [j7]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): 504-517 (2024) - [j6]Xinyu Chen, Zhanhong Cheng, HanQin Cai, Nicolas Saunier, Lijun Sun:
Laplacian Convolutional Representation for Traffic Time Series Imputation. IEEE Trans. Knowl. Data Eng. 36(11): 6490-6502 (2024) - [i27]Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Wassim Bouachir:
Detection of Micromobility Vehicles in Urban Traffic Videos. CoRR abs/2402.18503 (2024) - [i26]Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Learning Data Association for Multi-Object Tracking using Only Coordinates. CoRR abs/2403.08018 (2024) - 2023
- [c20]Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Transformer-Based Human Action Recognition with Dynamic Feature Selection. CRV 2023: 129-136 - [c19]Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CRV 2023: 184-193 - 2022
- [j5]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): 12301-12310 (2022) - [c18]Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CVPR Workshops 2022: 398-407 - [c17]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: 702-706 - [i25]Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun:
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting. CoRR abs/2203.10651 (2022) - [i24]Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition. CoRR abs/2204.08671 (2022) - [i23]Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun:
Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression. CoRR abs/2211.15482 (2022) - [i22]Xinyu Chen, Zhanhong Cheng, Nicolas Saunier, Lijun Sun:
Laplacian Convolutional Representation for Traffic Time Series Imputation. CoRR abs/2212.01529 (2022) - [i21]Seongjin Choi, Nicolas Saunier, Martin Trépanier, Lijun Sun:
Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting. CoRR abs/2212.06653 (2022) - 2021
- [j4]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
FFAVOD: Feature fusion architecture for video object detection. Pattern Recognit. Lett. 151: 294-301 (2021) - [c16]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
CenterPoly: real-time instance segmentation using bounding polygons. ICCVW 2021: 2982-2991 - [i20]Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun:
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. CoRR abs/2104.14936 (2021) - [i19]Laurent Boucaud, Daniel Aloise, Nicolas Saunier:
Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction? CoRR abs/2106.15321 (2021) - [i18]Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
MeNToS: Tracklets Association with a Space-Time Memory Network. CoRR abs/2107.07067 (2021) - [i17]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
CenterPoly: real-time instance segmentation using bounding polygons. CoRR abs/2108.08923 (2021) - [i16]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
FFAVOD: Feature Fusion Architecture for Video Object Detection. CoRR abs/2109.07298 (2021) - [i15]Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Multi-Object Tracking and Segmentation with a Space-Time Memory Network. CoRR abs/2110.11284 (2021) - [i14]Gaspar Faure, Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
PolyTrack: Tracking with Bounding Polygons. CoRR abs/2111.01606 (2021) - [i13]Mohsen Rezaie, Nicolas Saunier:
Trajectory Clustering Performance Evaluation: If we know the answer, it's not clustering. CoRR abs/2112.01570 (2021) - 2020
- [c15]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
SpotNet: Self-Attention Multi-Task Network for Object Detection. CRV 2020: 230-237 - [c14]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: 42-55 - [c13]Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
RN-VID: A Feature Fusion Architecture for Video Object Detection. ICIAR (1) 2020: 125-138 - [c12]Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau:
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. ICPR 2020: 5595-5602 - [c11]Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
A Grid-based Representation for Human Action Recognition. ICPR 2020: 10500-10507 - [i12]Aman Gajendra Jain, Nicolas Saunier:
Autocamera Calibration for traffic surveillance cameras with wide angle lenses. CoRR abs/2001.07243 (2020) - [i11]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier:
SpotNet: Self-Attention Multi-Task Network for Object Detection. CoRR abs/2002.05540 (2020) - [i10]Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
RN-VID: A Feature Fusion Architecture for Video Object Detection. CoRR abs/2003.10898 (2020) - [i9]Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study. CoRR abs/2003.13644 (2020) - [i8]Mehdi Miah, Justine Pepin, Nicolas Saunier, Guillaume-Alexandre Bilodeau:
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes. CoRR abs/2010.07881 (2020) - [i7]Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
A Grid-based Representation for Human Action Recognition. CoRR abs/2010.08841 (2020)
2010 – 2019
- 2019
- [c10]Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. ICIAR (1) 2019: 195-206 - [i6]Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Pierre Gravel:
Road User Detection in Videos. CoRR abs/1903.12049 (2019) - [i5]Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection. CoRR abs/1905.06381 (2019) - 2018
- [c9]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: 177-196 - [c8]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: 727-736 - [i4]David-Alexandre Beaupré, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing. CoRR abs/1801.09646 (2018) - [i3]Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier, David-Alexandre Beaupré:
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector. CoRR abs/1809.02073 (2018) - 2016
- [j3]Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Tracking All Road Users at Multimodal Urban Traffic Intersections. IEEE Trans. Intell. Transp. Syst. 17(11): 3241-3251 (2016) - [c7]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: 1592-1600 - 2014
- [c6]Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Urban Tracker: Multiple object tracking in urban mixed traffic. WACV 2014: 885-892 - 2013
- [j2]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): 333-347 (2013) - [c5]Guillaume-Alexandre Bilodeau, Jean-Philippe Jodoin, Nicolas Saunier:
Change Detection in Feature Space Using Local Binary Similarity Patterns. CRV 2013: 106-112 - 2012
- [j1]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): 676-689 (2012) - [i2]Jean-Philippe Jodoin, Guillaume-Alexandre Bilodeau, Nicolas Saunier:
Background subtraction based on Local Shape. CoRR abs/1204.6326 (2012) - 2010
- [c4]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: 347-353 - [i1]Nicolas Saunier, Sophie Midenet:
Automatic Estimation of the Exposure to Lateral Collision in Signalized Intersections using Video Sensors. CoRR abs/1012.4776 (2010)
2000 – 2009
- 2007
- [c3]Nicolas Saunier, Tarek Sayed, Clark Lim:
Probabilistic Collision Prediction for Vision-Based Automated Road Safety Analysis. ITSC 2007: 872-878 - 2006
- [c2]Nicolas Saunier, Tarek Sayed:
A feature-based tracking algorithm for vehicles in intersections. CRV 2006: 59 - [c1]Nicolas Saunier, Tarek Sayed:
Clustering Vehicle Trajectories with Hidden Markov Models Application to Automated Traffic Safety Analysis. IJCNN 2006: 4132-4138 - 2005
- [b1]Nicolas Saunier:
Incidence de la régulation d'un carrefour à feux sur le risque des usagers; Apprentissage d'indicateurs par sélection de données dans un flux. (Influence of traffic control in a signalized intersection on the risk of road users; Stream-based learning of safety indicators through data selection). Télécom ParisTech, France, 2005
Coauthor Index
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last updated on 2024-10-23 20:27 CEST by the dblp team
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