Crosswalk detection based on laser scanning from moving vehicle

The safety plays the most important role for both pedestrian and driver in autonomous, semi-autonomous or non-autonomous vehicle. To improve pedestrian safety, this paper presents a new type of laser feature extraction methods for crosswalk marking through Laser Measurement System (LMS). The crosswa...

Descripción completa

Autores Principales: Cáceres Hernández, Danilo, Filonenko, Alexander, Seo, Dongwook, Hyun Jo, Kang
Formato: Artículo
Idioma: Inglés
Publicado: 2018
Materias:
Acceso en línea: https://ieeexplore.ieee.org/abstract/document/7281958/
http://ridda2.utp.ac.pa/handle/123456789/5092
http://ridda2.utp.ac.pa/handle/123456789/5092
Sumario: The safety plays the most important role for both pedestrian and driver in autonomous, semi-autonomous or non-autonomous vehicle. To improve pedestrian safety, this paper presents a new type of laser feature extraction methods for crosswalk marking through Laser Measurement System (LMS). The crosswalk detection is achieved in three stages as follows: Lane Surface Identification (LSI), Lane Marking Recognition (LMR), and finally Crosswalk Marking Detection (CMD). Preliminary results were performed and tested on a group of consecutive frames during the daylight condition to prove its effectiveness.