Farzan Erlik Nowruzi

University of Ottawa — Canada

Computer Science · Physical Sciences

6h-index353citations18works1.02yr avg
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Research Topics

Advanced Neural Network Applications(9), Autonomous Vehicle Technology and Safety(5), Robotics and Sensor-Based Localization(3), Video Surveillance and Tracking Methods(3), Advanced Image and Video Retrieval Techniques(3)

Publications18 total

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
Oxford Radar RobotCar dataset
TIB Data Manager·2024Open Access
Attention-Based Deep Odometry Estimation on Point Clouds
SN Computer Science·2022
Multiple Object Detection and Tracking in the Thermal Spectrum
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)·2022· 17 cited
RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users
arXiv (Cornell University)·2021· 2 citedOpen Access
RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users
2021· 117 cited
PolarNet: Accelerated Deep Open Space Segmentation Using Automotive Radar in Polar Domain
arXiv (Cornell University)·2021Open Access
Point Cloud based Hierarchical Deep Odometry Estimation
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems·2021Open Access
PolarNet: Accelerated Deep Open Space Segmentation using Automotive Radar in Polar Domain
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems·2021· 10 cited
PolarNet: Accelerated Deep Open Space Segmentation using Automotive Radar in Polar Domain
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems·2021· 2 citedOpen Access
Deep Open Space Segmentation using Automotive Radar
2020· 1 citedOpen Access
Deep Learning for Autonomous and Driver Assistant Systems
uO Research (University of Ottawa)·2020Open Access
Fast Human Head and Shoulder Detection Using Convolutional Networks and RGBD Data
2020· 6 cited
How much real data do we actually need: Analyzing object detection performance using synthetic and real data
arXiv (Cornell University)·2019· 67 citedOpen Access
In-Vehicle Occupancy Detection With Convolutional Networks on Thermal Images
2019· 38 cited
Homography Estimation from Image Pairs with Hierarchical Convolutional Networks
2017· 87 cited
Robust Recognition against Illumination Variations Based on SIFT
Lecture notes in computer science·2012· 3 cited

Frequent Co-authors

Robert Laganière(15), Dhanvin Kolhatkar(10), Prince Kapoor(7), Fahed Al Hassanat(5), Julien Rebut(5), Wassim A. El Ahmar(4), Waqas Ahmed Malik(3), Ao Zhang(2), Elnaz Jahani Heravi(2), Elnaz Jahani Heravi(2), Nathalie Japkowicz(1), Amir H. Ghods(1), Hamzah AlGhamdi(1), Jonathan Hou(1), Mohammad Ali Balafar(1), Saeid Pashazadeh(1), Wassim El Ahmar(1), Waqas Malik(1)