Traffic management: Multi-scale vehicle detection in varying weather conditions using yolov4 and spatial pyramid pooling network

M Humayun, F Ashfaq, NZ Jhanjhi, MK Alsadun - Electronics, 2022 - mdpi.com
Detecting and counting on road vehicles is a key task in intelligent transport management
and surveillance systems. The applicability lies both in urban and highway traffic monitoring …

Dpnet: Dual-pyramid semantic segmentation network based on improved deeplabv3 plus

J Wang, X Zhang, T Yan, A Tan - Electronics, 2023 - mdpi.com
Semantic segmentation finds wide-ranging applications and stands as a crucial task in the
realm of computer vision. It holds significant implications for scene comprehension and …

CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous Driving

J Gu, M Bellone, T Pivoňka, R Sell - arXiv preprint arXiv:2404.17793, 2024 - arxiv.org
Critical research about camera-and-LiDAR-based semantic object segmentation for
autonomous driving significantly benefited from the recent development of deep learning …

A Novel Vision Transformer for Camera-LiDAR Fusion based Traffic Object Segmentation

T Tahves, J Gu, M Bellone, R Sell - arXiv preprint arXiv:2501.02858, 2025 - arxiv.org
This paper presents Camera-LiDAR Fusion Transformer (CLFT) models for traffic object
segmentation, which leverage the fusion of camera and LiDAR data using vision …

Camera-LiDAR Fusion based Object Segmentation in Adverse Weather Conditions for Autonomous Driving

J Gu, M Bellone, A Lind - 2024 19th Biennial Baltic Electronics …, 2024 - ieeexplore.ieee.org
This paper presents the results of a series of machine learning experiments that focus on the
domain adaption between different training datasets for autonomous driving. The …

Road Image Segmentation for Autonomous Car

B Bhatia, P Modi - 2023 - ir.juit.ac.in
With production and utilization of resources and other general stuff, wasteful and other
unneeded by products are bound to be generated. In India, especially the problem revolving …

End-to-End Multimodal Sensor Dataset Collection Framework for Autonomous Vehicles

J Gu, A Lind, TR Chhetri, M Bellone, R Sell - Sensors, 2023 - mdpi.com
Autonomous driving vehicles rely on sensors for the robust perception of their surroundings.
Such vehicles are equipped with multiple perceptive sensors with a high level of …

[引用][C] LiDAR-Camera Fusion based Object Segmentation in Adverse Weather Conditions for Autonomous Driving