Robert Laganière

University of Ottawa — Canada

Computer Science · Physical Sciences

33h-index5.3kcitations199works1.12yr avg
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Research Topics

Advanced Vision and Imaging(57), Robotics and Sensor-Based Localization(53), Advanced Image and Video Retrieval Techniques(51), Video Surveillance and Tracking Methods(50), Advanced Neural Network Applications(41)

Publications197 total

Deep Transductive Learning for Person Re-Identification
Lecture notes in computer science·2026
FSMDet: Vision-Guided Feature Diffusion for Fully Sparse 3D Detector
Lecture notes in computer science·2026
Automated Detection of Physical Contact Events in Youth Ice Hockey: A Player-Focused Deep Learning Approach
2025· 1 citedOpen Access
mRadNet: A Compact Radar Object Detector with MetaFormer
arXiv (Cornell University)·2025Open Access
Enhancing Thermal MOT: A Novel Box Association Method Leveraging Thermal Identity and Motion Similarity
Lecture notes in computer science·2025· 3 cited
Enhancing Thermal MOT: A Novel Box Association Method Leveraging Thermal Identity and Motion Similarity
arXiv (Cornell University)·2024Open Access
FSMDet: Vision-guided feature diffusion for fully sparse 3D detector
arXiv (Cornell University)·2024· 1 citedOpen Access
Learnable fusion mechanisms for multimodal object detection in autonomous vehicles
IET Computer Vision·2024· 5 citedOpen Access
What You See is What You Detect: Towards Better Object Completion in Three-Dimensional Detection
SSRN Electronic Journal·2024· 1 citedOpen Access
Spatio-Temporal Activity Detection via Joint Optimization of Spatial and Temporal Localization
2024
Scale-pyramid dynamic atrous convolution for pixel-level labeling
Expert Systems with Applications·2023· 7 cited
What You See Is What You Detect: Towards better Object Densification in 3D detection
arXiv (Cornell University)·2023· 1 citedOpen Access
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals
2023· 20 cited
Dense-scale dynamic network with filter-varying atrous convolution for semantic segmentation
Applied Intelligence·2023· 6 cited
RGB-LiDAR fusion for accurate 2D and 3D object detection
Machine Vision and Applications·2023· 6 cited
Use Your Imagination: A Detector-Independent Approach for LiDAR Quality Booster
IEEE Robotics and Automation Letters·2023
Enhanced Thermal-RGB Fusion for Robust Object Detection
2023· 24 cited
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals
arXiv (Cornell University)·2023· 1 citedOpen Access
A UAV to UAV tracking benchmark
Knowledge-Based Systems·2022· 21 cited
Learnable Fusion Mechanisms for Object Detection in Autonomous Vehicles
2022· 2 citedOpen Access
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Frequent Co-authors

Longyin Wen(6), Dawei Du(6), Lu Ding(5), Pengfei Zhu(4), Haibin Ling(4), Qinghua Hu(4), Farzan Erlik Nowruzi(4), Jochen Lang(4), Étienne Vincent(3), Honggang Qi(3), Qingming Huang(3), Xinbin Luo(3), Andrés Solís Montero(3), Zheng Liu(3), Yanyun Zhao(3), Yong Wang(3), Zhiyun Xue(2), Timothy C. Lethbridge(2), Xiao Bian(2), Qinqin Nie(2)