Road User Position and Speed Estimation via Deep Learning from Calibrated Fisheye Videos
In this paper, we present a deep learning processing flow aimed at Advanced Driving Assistance Systems (ADASs) for urban road users. We use a fine analysis of the optical setup of a fisheye camera and present a detailed procedure to obtain Global Navigation Satellite System (GNSS) coordinates along...
Prif Awduron: | Yves Berviller, Masoomeh Shireen Ansarnia, Etienne Tisserand, Patrick Schweitzer, Alain Tremeau |
---|---|
Fformat: | Erthygl |
Iaith: | English |
Cyhoeddwyd: |
MDPI AG
2023-02-01
|
Cyfres: | Sensors |
Pynciau: | |
Mynediad Ar-lein: | https://www.mdpi.com/1424-8220/23/5/2637 |
Eitemau Tebyg
-
Contextual Detection of Pedestrians and Vehicles in Orthophotography by Fusion of Deep Learning Algorithms
gan: Masoomeh Shireen Ansarnia, et al.
Cyhoeddwyd: (2022-02-01) -
Estimating the crash reducing effect of Advanced Driver Assistance Systems (ADAS) for vulnerable road users
gan: Irene Isaksson Hellman, et al.
Cyhoeddwyd: (2023-11-01) -
Orthorectification of Fisheye Image under Equidistant Projection Model
gan: Guoqing Zhou, et al.
Cyhoeddwyd: (2022-08-01) -
Neural-Network-Based Model-Free Calibration Method for Stereo Fisheye Camera
gan: Yuwei Cao, et al.
Cyhoeddwyd: (2022-07-01) -
Challenges of Large-Scale Multi-Camera Datasets for Driver Monitoring Systems
gan: Juan Diego Ortega, et al.
Cyhoeddwyd: (2022-03-01)