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Low Complexity Lane Detection Methods for Light Photometry System
- Source :
- Electronics, Vol 10, Iss 1665, p 1665 (2021), Electronics, Volume 10, Issue 14
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- The aim of the paper was to analyze effective solutions for accurate lane detection on the roads. We focused on effective detection of airport runways and taxiways in order to drive a light-measurement trailer correctly. Three techniques for video-based line extracting were used for specific detection of environment conditions: (i) line detection using edge detection, Scharr mask and Hough transform, (ii) finding the optimal path using the hyperbola fitting line detection algorithm based on edge detection and (iii) detection of horizontal markings using image segmentation in the HSV color space. The developed solutions were tuned and tested with the use of embedded devices such as Raspberry Pi 4B or NVIDIA Jetson Nano.
- Subjects :
- TK7800-8360
Computer Networks and Communications
Computer science
Image processing
02 engineering and technology
HSL and HSV
Raspberry Pi4B
Edge detection
Hough transform
law.invention
embedded system
law
HSV color space
0202 electrical engineering, electronic engineering, information engineering
Computer vision
Electrical and Electronic Engineering
Canny algorithm
business.industry
020206 networking & telecommunications
Image segmentation
lane lines
ADAS
image processing
Hyperbola
lane detection
Hardware and Architecture
Control and Systems Engineering
Signal Processing
Path (graph theory)
Line (geometry)
NVIDIA Jetson Nano
020201 artificial intelligence & image processing
Artificial intelligence
Electronics
business
Subjects
Details
- ISSN :
- 20799292
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Electronics
- Accession number :
- edsair.doi.dedup.....0a03fdb360ecef2b890bad2a1fe9152b