학술논문

The Solution for Creating a 2D Top-View Map of the Pedestrian Positions Around the Vehicle
Document Type
Conference
Source
2022 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) Software, Telecommunications and Computer Networks (SoftCOM), 2022 International Conference on. :1-6 Sep, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Robotics and Control Systems
Signal Processing and Analysis
Industries
Roads
Video sequences
Detectors
Cameras
Software
Telecommunications
2D top-view map
ADAS
pedestrian detection
Language
ISSN
1847-358X
Abstract
Currently, one of the fastest-growing industries in the world is the automotive industry. More and more vehicles are encountered on the road that have Advanced Driver-Assistance Systems (ADAS) installed to perform complex operations while driving. They constantly monitor the environment around the vehicle and reduce the risk of traffic accidents. In this paper, the ADAS solution for estimating the distance of detected pedestrians and drawing a 2D top-view map of their positions in the vicinity of the vehicle is proposed. The solution processes frames simultaneously captured by four cameras located on different sides of the vehicle. It is developed using the C programming language and finally implemented on a real ADAS embedded platform. The proposed solution achieved high performance when tested on video sequences captured by real automotive cameras. Furthermore, it is capable of processing 15 frames per second when operating with state-of-the-art automotive camera resolutions.