[HTML][HTML] Autonomous driving architectures: insights of machine learning and deep learning algorithms

MR Bachute, JM Subhedar - Machine Learning with Applications, 2021 - Elsevier
Abstract Research in Autonomous Driving is taking momentum due to the inherent
advantages of autonomous driving systems. The main advantage being the disassociation …

A journey towards fully autonomous driving-fueled by a smart communication system

MA Khan, H El Sayed, S Malik, MT Zia, N Alkaabi… - Vehicular …, 2022 - Elsevier
Autonomous driving solutions stretch over different disciplines and technologies eg,
sensors, communication, computation, machine learning, data analytic, etc., that need to be …

Fusion-based feature attention gate component for vehicle detection based on event camera

H Cao, G Chen, J **a, G Zhuang… - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In the field of autonomous vehicles, various heterogeneous sensors, such as LiDAR, Radar,
camera, etc, are combined to improve the vehicle ability of sensing accuracy and …

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 …

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 …

Convolutional neural network for parking slots detection

P Radiuk, O Pavlova, H El Bouhissi, V Avsiyevych… - 2022 - elar.khmnu.edu.ua
Анотація With the rapid growth of transport number on our streets, the need for finding a
vacant parking spot today could most of the time be problematic, but even more in the …

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 …

EPSDNET: Efficient campus parking space detection via convolutional neural networks and vehicle image recognition for intelligent Human–Computer interactions

Q An, H Wang, X Chen - Sensors, 2022 - mdpi.com
The parking problem, which is caused by a low parking space utilization ratio, has always
plagued drivers. In this work, we proposed an intelligent detection method based on deep …

Transformer-based parking slot detection using fixed anchor points

QH Bui, JK Suhr - IEEE Access, 2023 - ieeexplore.ieee.org
Transformer-based architectures have recently gained significant attention in various
computer vision tasks. Their ability to capture non-local dependencies and intricate …

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 …