4D mmWave radar for autonomous driving perception: a comprehensive survey

L Fan, J Wang, Y Chang, Y Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid development of autonomous driving technology has driven continuous innovation
in perception systems, with 4D millimeter-wave (mmWave) radar being one of the key …

Radar-camera fusion for object detection and semantic segmentation in autonomous driving: A comprehensive review

S Yao, R Guan, X Huang, Z Li, X Sha… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Driven by deep learning techniques, perception technology in autonomous driving has
developed rapidly in recent years, enabling vehicles to accurately detect and interpret …

Achelous: A fast unified water-surface panoptic perception framework based on fusion of monocular camera and 4d mmwave radar

R Guan, S Yao, X Zhu, KL Man, EG Lim… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Current perception models for different tasks usually exist in modular forms on Unmanned
Surface Vehicles (USVs), which infer extremely slowly in parallel on edge devices, causing …

Watervg: Waterway visual grounding based on text-guided vision and mmwave radar

R Guan, L Jia, F Yang, S Yao, E Purwanto… - arXiv preprint arXiv …, 2024 - arxiv.org
The perception of waterways based on human intent holds significant importance for
autonomous navigation and operations of Unmanned Surface Vehicles (USVs) in water …

Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous …

R Guan, H Zhao, S Yao, KL Man, X Zhu, L Yu… - arXiv preprint arXiv …, 2023 - arxiv.org
Urban water-surface robust perception serves as the foundation for intelligent monitoring of
aquatic environments and the autonomous navigation and operation of unmanned vessels …

Radar Perception in Autonomous Driving: Exploring Different Data Representations

S Yao, R Guan, Z Peng, C Xu, Y Shi, Y Yue… - arXiv preprint arXiv …, 2023 - arxiv.org
With the rapid advancements of sensor technology and deep learning, autonomous driving
systems are providing safe and efficient access to intelligent vehicles as well as intelligent …

A noise analysis of 4D RADAR: robust sensing for automotive?

PH Chan, SS Roudposhti, X Ye, V Donzella - Authorea Preprints, 2023 - techrxiv.org
The sensor suite for assisted and automated driving functions vehicle is critical to the
function of a vehicle, but also the first and most important limitation to the level of automation …

RV-YOLOX: Object Detection on Inland Waterways Based on Optimized YOLOX through Fusion of Vision and 3+ 1D Millimeter Wave Radar

Z Zhang, S Yao, Z Huang, Z Wu… - … of Electronics and …, 2024 - publications.waset.org
Unmanned Surface Vehicles (USVs) hold significant value for their capacity to undertake
hazardous and labor-intensive operations over aquatic environments. Object detection tasks …

[PDF][PDF] Achelous++: Power-Oriented Waterway Multi-Task Panoptic Perception Framework based on Vision-Radar Fusion

R Guana, H Zhaoa, S Yaoa, KL Manc, L Yuc, X Zhuc… - researchgate.net
Water-surface robust perception based on multi-sensor fusion serves as the foundation for
waterway intelligent monitoring and autonomous driving of Unmanned Surface Vehicles …