Vehicle detection through instance segmentation using mask R-CNN for intelligent vehicle system

A Ojha, SP Sahu, DK Dewangan - 2021 5th international …, 2021 - ieeexplore.ieee.org
The recent advancement in artificial intelligence approach or deep learning techniques
explored the ways to facilitate automation in various sectors. The application of deep …

VDNet: vehicle detection network using computer vision and deep learning mechanism for intelligent vehicle system

A Ojha, SP Sahu, DK Dewangan - Proceedings of Emerging Trends and …, 2022 - Springer
Computer vision using deep learning has revolutionized the detection system and vehicle
detection is no exception to it. The importance of vehicle classification and detection is in …

Leveraging computer vision for emergency vehicle detection-implementation and analysis

S Kaushik, A Raman, KVSR Rao - 2020 11th International …, 2020 - ieeexplore.ieee.org
Recent advances in Computer Vision technology have revolutionized the field of Intelligent
Transportation Systems. The applications are far reaching-right from traffic monitoring …

Faster r-cnn and yolo based vehicle detection: A survey

M Maity, S Banerjee… - 2021 5th international …, 2021 - ieeexplore.ieee.org
Automatic moving vehicle detection plays a crucial and challenging role in performing
intelligent traffic surveillance. Numerous research projects aiming to perform proper …

Deep learning based object detection model for autonomous driving research using carla simulator

DR Niranjan, BC VinayKarthik - 2021 2nd international …, 2021 - ieeexplore.ieee.org
Autonomous vehicle research has grown exponentially over the years with researchers
working on different object detection algorithms to realize safe and competent self-driving …

Deep learning methods for object detection in autonomous vehicles

A Juyal, S Sharma, P Matta - 2021 5th International …, 2021 - ieeexplore.ieee.org
The automotive industry and researchers have recently shown an interest in autonomous
vehicles. In an autonomous vehicle, different technologies may be used. Radio Detection …

Vehicle detection and classification using improved faster region based convolution neural network

U Mittal, R Potnuru, P Chawla - 2020 8th international …, 2020 - ieeexplore.ieee.org
Over the last few years, object detection has arisen as a powerful tool for developing reliable
systems like detection of vehicles using computer vision. Convolutional neural network can …

Traffic Surveillance System: Robust Multiclass Vehicle Detection and Classification

BR Chughtai, A Jalal - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
In modern times, the identification and categorization of intelligent vehicles have attained
significant recognition within the realm of highway management, as it holds paramount …

Road object detection using Yolov3 and Kitti dataset

G Al-refai, M Al-refai - International Journal of Advanced …, 2020 - search.proquest.com
Road objects (such as pedestrians and vehicles) detection is a very important step to
enhance road safety and achieve autonomous driving. Many on-vehicle sensors, such as …

Deep learning-based algorithm for vehicle detection in intelligent transportation systems

L Qiu, D Zhang, Y Tian, N Al-Nabhan - The Journal of Supercomputing, 2021 - Springer
Object detection is an essential technology in the computer vision domain and plays a vital
role in intelligent transportation. Intelligent vehicles utilize object detection on images for …