Road Curb Detection: A Historical Survey

Author:

Romero Lucero M.,Guerrero Jose A.ORCID,Romero GerardoORCID

Abstract

Curbs are used as physical markers to delimit roads and to redirect traffic into multiple directions (e.g., islands and roundabouts). Detection of road curbs is a fundamental task for autonomous vehicle navigation in urban environments. Since almost two decades, solutions that use various types of sensors, including vision, Light Detection and Ranging (LiDAR) sensors, among others, have emerged to address the curb detection problem. This survey elaborates on the advances of road curb detection problems, a research field that has grown over the last two decades and continues to be the ground for new theoretical and applied developments. We identify the tasks involved in the road curb detection methods and their applications on autonomous vehicle navigation and advanced driver assistance system (ADAS). Finally, we present an analysis on the similarities and differences of the wide variety of contributions.

Funder

Universidad Autonoma de Tamaulipas

CONACYT

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Curb Detection and Mapping via Robust Iterative Gaussian Process Regression;Journal of Highway and Transportation Research and Development (English Edition);2024-06

2. 3D Road Boundary Extraction Based on Machine Learning Strategy Using LiDAR and Image-Derived MMS Point Clouds;Sensors;2024-01-13

3. A Real-Time Detection Algorithm for Semi-structured Boundaries in the Park Based on 3D LiDAR;Lecture Notes in Electrical Engineering;2024

4. Where to Turn: Road Fork Detection in Sparse 3D Point Cloud;Lecture Notes in Electrical Engineering;2024

5. Robust Real-Time Curb Detection for Autonomous Sanitation Vehicles;2023 IEEE International Conference on Unmanned Systems (ICUS);2023-10-13

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