Vision-based object localization and classification for electric vehicle driving assistance

A Medina-Garcia, J Duarte-Jasso… - Smart Cities, 2023 - mdpi.com
The continuous advances in intelligent systems and cutting-edge technology have greatly
influenced the development of intelligent vehicles. Recently, integrating multiple sensors in …

Object detection and classification by decision-level fusion for intelligent vehicle systems

SI Oh, HB Kang - Sensors, 2017 - mdpi.com
To understand driving environments effectively, it is important to achieve accurate detection
and classification of objects detected by sensor-based intelligent vehicle systems, which are …

Object/Obstacles detection system for self-driving cars

MQ Siddiqui, MW Ashour - 4th Smart Cities Symposium (SCS …, 2021 - ieeexplore.ieee.org
Object detection systems are vital technology used in Autonomous Vehicle (AV) for
operating safely. This paper focuses on reviewing the existing literature related to object …

Sensor fusion in autonomous vehicle with traffic surveillance camera system: detection, localization, and AI networking

M Hasanujjaman, MZ Chowdhury, YM Jang - Sensors, 2023 - mdpi.com
Complete autonomous systems such as self-driving cars to ensure the high reliability and
safety of humans need the most efficient combination of four-dimensional (4D) detection …

Cyber mobility mirror: A deep learning-based real-world object perception platform using roadside LiDAR

Z Bai, SP Nayak, X Zhao, G Wu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Object perception plays a fundamental role in Cooperative Driving Automation (CDA) which
is regarded as a revolutionary promoter for next-generation transportation systems …

Deep learning-based perception systems for autonomous driving: A comprehensive survey

LH Wen, KH Jo - Neurocomputing, 2022 - Elsevier
With the rapid development of society and the economy, autonomous driving techniques are
widely applied in many areas, such as autonomous vehicles, autonomous drones, and …

Automated driving systems data acquisition and processing platform

X Xia, Z Meng, X Han, H Li, T Tsukiji, R Xu… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper presents an automated driving system (ADS) data acquisition and processing
platform for vehicle trajectory extraction, reconstruction, and evaluation based on connected …

Real-time object detection and 3D scene perception in self-driving cars

A Basit, MU Ejaz, Q Ayaz… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Reliable autonomous urban driving hinges upon the vehicle's ability to perceive and
navigate the environment. This research paper emphasizes designing and implementing a …

Multiclass Objects Localization Using Deep Learning Technique in Autonomous Vehicle

A Juyal, S Sharma, P Matta - 2022 6th International …, 2022 - ieeexplore.ieee.org
In a conventional automobile, the vehicle is controlled by a human brain. The eyes, which
gather visual data from surrounding traffic, are the most important human sense. This visual …

Vehicle detection and localization using 3d lidar point cloud and image semantic segmentation

R Barea, C Pérez, LM Bergasa… - 2018 21st …, 2018 - ieeexplore.ieee.org
This paper presents a real-time approach to detect and localize surrounding vehicles in
urban driving scenes. We propose a multimodal fusion framework that processes both 3D …