Research review on parking space detection method

Y Ma, Y Liu, L Zhang, Y Cao, S Guo, H Li - Symmetry, 2021 - mdpi.com
The parking assist system is an essential application of the car's active collision avoidance
system in low-speed and complex urban environments, which has been a hot research topic …

Reinforcement learning-based end-to-end parking for automatic parking system

P Zhang, L **ong, Z Yu, P Fang, S Yan, J Yao, Y Zhou - Sensors, 2019 - mdpi.com
According to the existing mainstream automatic parking system (APS), a parking path is first
planned based on the parking slot detected by the sensors. Subsequently, the path tracking …

Attentional graph neural network for parking-slot detection

C Min, J Xu, L **ao, D Zhao, Y Nie… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Deep learning has recently demonstrated its promising performance for vision-based
parking-slot detection. However, very few existing methods explicitly take into account …

DMPR-PS: A novel approach for parking-slot detection using directional marking-point regression

J Huang, L Zhang, Y Shen, H Zhang… - … on Multimedia and …, 2019 - ieeexplore.ieee.org
The self-parking system plays an important role in autonomous driving, and one of its critical
issues is parking-slot detection. Previous studies in this field are mostly based on off-the …

[PDF][PDF] Tenancy status identification of parking slots using mobile net binary classifier

K Kamel, S Smys, A Bashar - Journal of Artificial Intelligence, 2020 - scholar.archive.org
The inefficiency in accessing the tenancy status of the parking slots is mainly due to the
results of irregular parking regulation/management. The effective parking management …

Survey of target parking position designation for automatic parking systems

JK Suhr, HG Jung - International journal of automotive technology, 2023 - Springer
This paper summarizes the results of research on target parking position designation for
automatic parking systems and proposes development directions. First, as parking-related …

VH-HFCN based parking slot and lane markings segmentation on panoramic surround view

Y Wu, T Yang, J Zhao, L Guan… - 2018 IEEE Intelligent …, 2018 - ieeexplore.ieee.org
The automatic parking is being massively developed by car manufacturers and providers.
Until now, there are two problems with the automatic parking. First, there is no openly …

End-to-end trainable one-stage parking slot detection integrating global and local information

JK Suhr, HG Jung - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
This paper proposes an end-to-end trainable one-stage parking slot detection method for
around view monitor (AVM) images. The proposed method simultaneously acquires global …

A deep-learning approach for parking slot detection on surround-view images

A Zinelli, L Musto, F Pizzati - 2019 IEEE intelligent vehicles …, 2019 - ieeexplore.ieee.org
Being able to automatically detect parking slots during navigation is an important part of an
autonomous driving system. Most of the current parking slot detectors either work on images …