A smart, efficient, and reliable parking surveillance system with edge artificial intelligence on IoT devices

R Ke, Y Zhuang, Z Pu, Y Wang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cloud computing has been a main-stream computing service for years. Recently, with the
rapid development in urbanization, massive video surveillance data are produced at an …

Smart parking: Using a crowd of taxis to sense on-street parking space availability

F Bock, S Di Martino, A Origlia - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Monitoring the occupancy of on-street parking spaces on a city-wide scale is still an open
issue. Past research demonstrated the viability of parking crowd-sensing by means of the …

Automatic parking space detection and tracking for underground and indoor environments

JK Suhr, HG Jung - IEEE Transactions on Industrial Electronics, 2016 - ieeexplore.ieee.org
Even though many public parking lots are located underground and indoors, most existing
automatic parking space detection and tracking methods have difficulty handling such …

Global perception-based robust parking space detection using a low-cost camera

L Wang, X Zhang, W Zeng, W Liu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In the city, parking space detection can help car owners save time in finding parking spaces,
and it can also provide help for autonomous parking. However, existing parking space …

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 …

[HTML][HTML] A universal vacant parking slot recognition system using sensors mounted on off-the-shelf vehicles

JK Suhr, HG Jung - Sensors, 2018 - mdpi.com
An automatic parking system is an essential part of autonomous driving, and it starts by
recognizing vacant parking spaces. This paper proposes a method that can recognize …

Available parking slot recognition based on slot context analysis

S Lee, SW Seo - IET Intelligent Transport Systems, 2016 - Wiley Online Library
Vacant parking‐slot recognition is one of the core elements for achieving a fully automated
parking assistant system. The recognition of a vacant parking‐slot is typically executed in …

Detection of parking slots based on mask R-CNN

S Jiang, H Jiang, S Ma, Z Jiang - Applied Sciences, 2020 - mdpi.com
Obtaining information on parking slots is a prerequisite for the development of automatic
parking systems, which is an essential part of the automatic driving processes. In this paper …

A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT …

S Hudda, R Barnwal, A Khurana, K Haribabu - Internet of Things, 2024 - Elsevier
As urbanization accelerates, the demand for efficient parking surveillance solutions has
increased. However, existing solutions often face challenges related to energy consumption …

CNN-based two-stage parking slot detection using region-specific multi-scale feature extraction

QH Bui, JK Suhr - IEEE Access, 2023 - ieeexplore.ieee.org
Although it is well-known that the two-stage approach outperforms the one-stage approach
in general object detection, they have similarly performed in parking slot detection so far. We …