- 2024
- Zhiqiang Li
, Jie Jiang
, Xi Chen
, Min Zhang, Yong Wang, Qingli Li
, Honggang Qi
, Min Liu, Robert Laganière:
Scale-pyramid dynamic atrous convolution for pixel-level labeling. Expert Syst. Appl. 241: 122695 (2024) - Yahya Massoud
, Robert Laganière:
Learnable fusion mechanisms for multimodal object detection in autonomous vehicles. IET Comput. Vis. 18(4): 499-511 (2024) - Md. Atiqur Rahman, Robert Laganière:
Spatio-Temporal Activity Detection via Joint Optimization of Spatial and Temporal Localization. WACV (Workshops) 2024: 242-250 - 2023
- Zhiqiang Li
, Jie Jiang, Xi Chen, Robert Laganière, Qingli Li, Min Liu, Honggang Qi, Yong Wang, Min Zhang:
Dense-scale dynamic network with filter-varying atrous convolution for semantic segmentation. Appl. Intell. 53(22): 26810-26826 (2023) - Yong Wang, Zirong Huang, Robert Laganière, Huanlong Zhang, Lu Ding
:
A UAV to UAV tracking benchmark. Knowl. Based Syst. 261: 110197 (2023) - Morteza Mousa Pasandi, Tianran Liu, Yahya Massoud
, Robert Laganière:
RGB-LiDAR fusion for accurate 2D and 3D object detection. Mach. Vis. Appl. 34(5): 86 (2023) - Zeping Zhang
, Tianran Liu
, Robert Laganière
:
Use Your Imagination: A Detector-Independent Approach for LiDAR Quality Booster. IEEE Robotics Autom. Lett. 8(8): 4402-4409 (2023) - Wassim A. El Ahmar, Yahya Massoud, Dhanvin Kolhatkar, Hamzah Alghamdi, Mohammad Al Ja'afreh, Robert Laganière, Riad I. Hammoud:
Enhanced Thermal-RGB Fusion for Robust Object Detection. CVPR Workshops 2023: 365-374 - James Giroux, Martin Bouchard, Robert Laganière:
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. ICCV (Workshops) 2023: 4032-4041 - Vinod Subramanian, Namhee Kwon, Raymond Brueckner, Nate Blaylock, Henry O'Connell, Luis Sierra, Clementina Ullman, Karen Hildebrand, Simon E. Laganiere:
Detecting Manifest Huntington's Disease Using Vocal Data. INTERSPEECH 2023: 5032-5036 - James Giroux, Martin Bouchard, Robert Laganière:
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. CoRR abs/2303.16940 (2023) - Tianran Liu, Zeping Zhang, Morteza Mousa Pasandi, Robert Laganière:
What You See Is What You Detect: Towards better Object Densification in 3D detection. CoRR abs/2310.17842 (2023) - 2022
- Pavel A. Popov
, Robert Laganière
:
Long Hands gesture recognition system: 2 step gesture recognition with machine learning and geometric shape analysis. Multim. Tools Appl. 81(28): 40311-40342 (2022) - Prince Kapoor
, Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Robert Laganière:
Attention-Based Deep Odometry Estimation on Point Clouds. SN Comput. Sci. 3(5): 333 (2022) - Wassim A. El Ahmar, Dhanvin Kolhatkar, Farzan Erlik Nowruzi, Hamzah Alghamdi, Jonathan Hou, Robert Laganière:
Multiple Object Detection and Tracking in the Thermal Spectrum. CVPR Workshops 2022: 276-284 - Isidore Dubuisson, Damien Muselet, Y. Basso-Bert, Alain Trémeau, Robert Laganière:
Predicting the Colors of Reference Surfaces for Color Constancy. ICIP 2022: 1761-1765 - Morteza Mousa Pasandi, Tianran Liu, Yahya Massoud, Robert Laganière:
Sensor Fusion Operators for Multimodal 2D Object Detection. ISVC (1) 2022: 184-195 - 2021
- Lu Ding, Yong Wang, Robert Laganière, Dan Huang, Shan Fu:
A CNN model for real time hand pose estimation. J. Vis. Commun. Image Represent. 79: 103200 (2021) - Lu Ding, Yong Wang, Robert Laganière, Dan Huang, Xinbin Luo, Huanlong Zhang:
A robust and fast multispectral pedestrian detection deep network. Knowl. Based Syst. 227: 106990 (2021) - Zhuojin Sun, Yong Wang
, Chen Gong, Robert Laganière:
Study of UAV tracking based on CNN in noisy environment. Multim. Tools Appl. 80(4): 5351-5372 (2021) - Lu Ding, Yong Wang
, Robert Laganière, Xinbin Luo, Dan Huang, Huanlong Zhang:
Learning efficient single stage pedestrian detection by squeeze-and-excitation network. Neural Comput. Appl. 33(23): 16697-16712 (2021) - Ao Zhang, Farzan Erlik Nowruzi, Robert Laganière:
RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users. CRV 2021: 95-102 - Hamed H. Aghdam, Elnaz Jahani Heravi, Selameab S. Demilew, Robert Laganière:
RAD: Realtime and Accurate 3D Object Detection on Embedded Systems. CVPR Workshops 2021: 2875-2883 - Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Prince Kapoor, Elnaz Jahani Heravi, Fahed Al Hassanat, Robert Laganière, Julien Rebut, Waqas Malik:
PolarNet: Accelerated Deep Open Space Segmentation using Automotive Radar in Polar Domain. VEHITS 2021: 413-420 - Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Prince Kapoor, Robert Laganière:
Point Cloud based Hierarchical Deep Odometry Estimation. VEHITS 2021: 112-121 - Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Prince Kapoor, Elnaz Jahani Heravi, Fahed Al Hassanat, Robert Laganière, Julien Rebut, Waqas Malik:
PolarNet: Accelerated Deep Open Space Segmentation Using Automotive Radar in Polar Domain. CoRR abs/2103.03387 (2021) - Farzan Erlik Nowruzi, Dhanvin Kolhatkar, Prince Kapoor, Robert Laganière:
Point Cloud based Hierarchical Deep Odometry Estimation. CoRR abs/2103.03394 (2021) - Ao Zhang, Farzan Erlik Nowruzi, Robert Laganière:
RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users. CoRR abs/2105.00363 (2021) - 2020
- Lu Ding, Yong Wang, Robert Laganière, Dan Huang, Shan Fu:
Convolutional neural networks for multispectral pedestrian detection. Signal Process. Image Commun. 82: 115764 (2020) - Hamed H. Aghdam, Martin Bouchard, Robert Laganière, Emil M. Petriu, Philip Wort:
A Deep Neural Network for Counting Vessels in Sonar Signals. Canadian AI 2020: 257-269