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Motion planning for autonomous driving: The state of the art and future perspectives
Intelligent vehicles (IVs) have gained worldwide attention due to their increased
convenience, safety advantages, and potential commercial value. Despite predictions of …
convenience, safety advantages, and potential commercial value. Despite predictions of …
A comprehensive review on Deep Learning-based motion planning and end-to-end learning for self-driving vehicle
M Ganesan, S Kandhasamy, B Chokkalingam… - IEEE …, 2024 - ieeexplore.ieee.org
Self-Driving Vehicles (SDVs) are increasingly popular, with companies like Google, Uber,
and Tesla investing significantly in self-driving technology. These vehicles could transform …
and Tesla investing significantly in self-driving technology. These vehicles could transform …
[HTML][HTML] Transdet: Toward effective transfer learning for small-object detection
Small-object detection is a challenging task in computer vision due to the limited training
samples and low-quality images. Transfer learning, which transfers the knowledge learned …
samples and low-quality images. Transfer learning, which transfers the knowledge learned …
YOLO-adaptor: a fast adaptive one-stage detector for non-aligned visible-infrared object detection
Visible-infrared object detection has attracted increasing attention recently due to its
superior performance and cost-efficiency. Most existing methods focus on the detection of …
superior performance and cost-efficiency. Most existing methods focus on the detection of …
MAN TruckScenes: A multimodal dataset for autonomous trucking in diverse conditions
F Fent, F Kuttenreich, F Ruch… - Advances in …, 2025 - proceedings.neurips.cc
Autonomous trucking is a promising technology that can greatly impact modern logistics and
the environment. Ensuring its safety on public roads is one of the main duties that requires …
the environment. Ensuring its safety on public roads is one of the main duties that requires …
A real-time road boundary detection approach in surface mine based on meta random forest
Efficient and accurate road boundary detection is a fundamental building component of the
perception system for autonomous driving. Specially, the challenges for road boundary …
perception system for autonomous driving. Specially, the challenges for road boundary …
LiDAR-camera fusion in perspective view for 3D object detection in surface mine
LiDAR-Camera fusion can effectively provide the complementary geometric and
appearance information for 3D object detection task of autonomous driving system …
appearance information for 3D object detection task of autonomous driving system …
Active Parallel Teacher for Human-in-the-Loop Sim2Real Object Detection in Autonomous Haulage Trucks
L Guo, Y Guo, Y Ai, S Ge - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Object detection for autonomous haulage trucks in open-pit mines is challenging due to
unstructured environments. Collecting and annotating large-scale real-world images in …
unstructured environments. Collecting and annotating large-scale real-world images in …
Real-time object detection method with single-domain generalization based on YOLOv8
Y Zhou, H Qian - Journal of Real-Time Image Processing, 2024 - Springer
The prevailing models for object detection are often beset by a dearth of generalizability
across domains. Specifically, while these models may perform exceptionally well on a given …
across domains. Specifically, while these models may perform exceptionally well on a given …
[HTML][HTML] Research on the detection method of coal mine roadway bolt mesh based on improved YOLOv7
S Sun, H Ma, K Wang, C Wang, Z Wang, H Yuan - Electronics, 2023 - mdpi.com
Aiming at the environment of low illumination, high dust, and heavy water fog in coal mine
driving face and the problems of occlusion, coincidence, and irregularity of bolt mesh laid on …
driving face and the problems of occlusion, coincidence, and irregularity of bolt mesh laid on …