A systematic review on computer vision-based parking lot management applied on public datasets

PRL de Almeida, JH Alves, RS Parpinelli… - Expert Systems with …, 2022 - Elsevier
Computer vision-based parking lot management methods have been extensively
researched upon owing to their flexibility and cost-effectiveness. To evaluate such methods …

Cybersecurity of autonomous vehicles: A systematic literature review of adversarial attacks and defense models

M Girdhar, J Hong, J Moore - IEEE Open Journal of Vehicular …, 2023 - ieeexplore.ieee.org
Autonomous driving (AD) has developed tremendously in parallel with the ongoing
development and improvement of deep learning (DL) technology. However, the uptake of …

Deep learning-based parking occupancy detection framework using ResNet and VGG-16

N Thakur, E Bhattacharjee, R Jain, B Acharya… - Multimedia Tools and …, 2024 - Springer
The rise in traffic congestion today has necessitated growing research and development in
parking management systems to provide real-time indications of the occupancy of indoor …

Parking lot occupancy detection with improved MobileNetV3

Y Yuldashev, M Mukhiddinov, AB Abdusalomov… - Sensors, 2023 - mdpi.com
In recent years, parking lot management systems have garnered significant research
attention, particularly concerning the application of deep learning techniques. Numerous …

Smart Camera Parking System With Auto Parking Spot Detection

TT Nguyen, M Sartipi - Proceedings of the Asian …, 2024 - openaccess.thecvf.com
The proliferation of urban centers has exacerbated traffic congestion, underscoring the
critical need for intelligent parking solutions. While computer vision approaches have gained …

[HTML][HTML] Enhancement of convolutional neural network for urban environment parking space classification

S Rahman, M Ramli, F Arnia, R Muharar… - Global journal of …, 2022 - gjesm.net
BACKGROUND AND OBJECTIVES: The increase in the number of vehicles has several
negative impacts, including traffic congestion, air pollution, noise levels, and the availability …

Klasifikasi Jenis Kendaraan Pada Jalan Raya Menggunakan Metode Convolutional Neural Networks (CNN)

F Hafifah, S Rahman, MS Asih - TIN: Terapan Informatika …, 2021 - ejurnal.seminar-id.com
Abstrak− Kemacetan lalu lintas merupakan masalah utama yang terjadi di kota-kota besar di
Indonesia. Hal ini dapat menimbulkan berbagai dampak negatif seperti pemborosan bahan …

Analisis Klasifikasi Mobil Pada Gardu Tol Otomatis (GTO) Menggunakan Convolutional Neural Network (CNN)

S Rahman, A Titania, A Sembiring, M Khairani… - Explorer, 2022 - journal.fkpt.org
The concept of a smart city is the most important issue in the development aspect of big
cities in the world. Where the city must promise a more comfortable, organized, healthy and …

Normalization Layer Enhancement in Convolutional Neural Network for Parking Space Classification

M Ramli, A Sembiring, M Zen… - MATRIK: Jurnal …, 2024 - journal.universitasbumigora.ac.id
The research problem of this study is the urgent need for real-time parking availability
information to assist drivers in quickly and accurately locating available parking spaces …

Pengembangan Convolutional Neural Network untuk Klasifikasi Ketersediaan Ruang Parkir

S Rahman, H Dafitri - Explorer, 2022 - journal.fkpt.org
Abstract Information on the availability of parking spaces is needed for drivers. Drivers
walking around looking for parking spaces have negative impacts, including traffic jams …