A review of parking slot types and their detection techniques for smart cities

K Kumar, V Singh, L Raja, SN Bhagirath - Smart Cities, 2023 - mdpi.com
Smart parking system plays a critical role in the overall development of the cities. The
capability to precisely detect an open parking space nearby is necessary for autonomous …

Review of vision-based deep learning parking slot detection on surround view images

GS Wong, KOM Goh, C Tee, AQ Md. Sabri - Sensors, 2023 - mdpi.com
Autonomous vehicles are gaining popularity, and the development of automatic parking
systems is a fundamental requirement. Detecting the parking slots accurately is the first step …

GPSD: generative parking spot detection using multi-clue recovery model

Z Chen, J Qiu, B Sheng, P Li, E Wu - The Visual Computer, 2021 - Springer
Due to various complex environmental factors and parking scenes, there are more stringent
requirements for automatic parking than the manual one. The existing auto-parking …

A Critical Review on the Role of Artificial Intelligence in Transforming the Transportation Sector

RA Choudhury, M Singh, R Kumar, R Devi… - … Methods in Engineering, 2025 - Springer
With the rapid evolution of technologies like IoT (Internet of Things) and ML (Machine
Learning), applications are becoming much smarter, thus giving more opportunity for the …

One-Stage Parking Slot Detection Using Component Linkage and Progressive Assembly

QH Bui, JK Suhr - IEEE Intelligent Transportation Systems …, 2023 - ieeexplore.ieee.org
Even though one-stage detectors have advantages for resource-constrained and real-time
applications, they face the disadvantage of mediocre performance. Thus, this article …

Combining deep learning methods and rule-based systems for automatic parking space detection

SP De Luelmo, FJ Garcia-Espinosa… - Integrated …, 2025 - journals.sagepub.com
This paper presents an Automatic Parking Space Detection (APSD) algorithm designed to
reduce traffic in cities while offering an information system of available parking zones. The …

Review of research on vision-based parking space detection method

Y Ma, Y Liu, S Shao, J Zhao, J Tang - International Journal of Web …, 2022 - igi-global.com
Parking space detection is an important part of the automatic parking assistance system.
How to use existing sensors to accurately and effectively detect parking spaces is the key …

Vision-based parking occupation detecting with embedded AI processor

KN Cho, HW Oh, SE Lee - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
Recently, as the interest of smart parking system is increasing, the various methods for
detecting parking occupation are under study. In this paper, we present a vision-based …

基于协作注意力和图神经网络的轻量化车位检测算法.

李琳辉, 袁世伟, 连静, 顾汤鹏 - Automobile Technology, 2023 - search.ebscohost.com
为提高自动泊车过程车位检测的实时性和准确性, 提出一种基于协作注意力和图神经网络的轻
量化车位检测算法. 首先, 采用轻量化的网络结构, 以改进的MobileNetV3 作为特征提取网络 …

Robot Vision and Deep Learning for Automated Planogram Compliance in Retail

A Merabet, AV Latha, FA Kuzhippallil… - … Conference on Robotics …, 2024 - Springer
In this paper, automated planogram compliance technique is proposed for retail
applications. A mobile robot with camera vision capabilities provides the images of the …