Fast helmet and license plate detection based on lightweight YOLOv5

C Wei, Z Tan, Q Qing, R Zeng, G Wen - Sensors, 2023 - mdpi.com
The integrated fast detection technology for electric bikes, riders, helmets, and license plates
is of great significance for maintaining traffic safety. YOLOv5 is one of the most advanced …

Transformers for Remote Sensing: A Systematic Review and Analysis

R Wang, L Ma, G He, BA Johnson, Z Yan, M Chang… - Sensors, 2024 - mdpi.com
Research on transformers in remote sensing (RS), which started to increase after 2021, is
facing the problem of a relative lack of review. To understand the trends of transformers in …

Extraction of citrus trees from UAV remote sensing imagery using YOLOv5s and coordinate transformation

H Tian, X Fang, Y Lan, C Ma, H Huang, X Lu, D Zhao… - Remote Sensing, 2022 - mdpi.com
Obtaining the geographic coordinates of single fruit trees enables the variable rate
application of agricultural production materials according to the growth differences of trees …

An Efficient Detector with Auxiliary Network for Remote Sensing Object Detection

D Xu, Y Wu - Electronics, 2023 - mdpi.com
Over the past few decades, advances in satellite and aerial imaging technology have made
it possible to acquire high-quality remote sensing images. As one of the most popular …

Lightweight detection network for arbitrary-oriented vehicles in UAV imagery via precise positional information encoding and bidirectional feature fusion

J Feng, J Wang, R Qin - International Journal of Remote Sensing, 2023 - Taylor & Francis
Unmanned aerial vehicles (UAVs) open up new opportunities for transportation monitoring.
However, the vehicle targets in UAV images are situated in dynamic scenarios, such as …

Anchor free remote sensing detector based on solving discrete polar coordinate equation

L Shi, Y Li, X Zhu - Applied Intelligence, 2023 - Springer
With the rapid development of deep learning, the application of directional detection in aerial
remote sensing images has gained widespread attention. Among the existing methods …

Lightweight Network for Corn Leaf Disease Identification Based on Improved YOLO v8s

R Li, Y Li, W Qin, A Abbas, S Li, R Ji, Y Wu, Y He… - Agriculture, 2024 - mdpi.com
This research tackles the intricate challenges of detecting densely distributed maize leaf
diseases and the constraints inherent in YOLO-based detection algorithms. It introduces the …

Convolutional Neural Networks Adapted for Regression Tasks: Predicting the Orientation of Straight Arrows on Marked Road Pavement Using Deep Learning and …

CI Cira, A Díaz-Álvarez, F Serradilla… - Electronics, 2023 - mdpi.com
Arrow signs found on roadway pavement are an important component of modern
transportation systems. Given the rise in autonomous vehicles, public agencies are …

[HTML][HTML] Research Progress of Deep Learning Algorithms for Object Detection in Optical Remote Sensing Images

XU Danqing, WU Yiquan - National Remote Sensing Bulletin, 2024 - ygxb.ac.cn
In all kinds of applications of optical remote sensing image, object detection has always
been paid more attention by researchers. It has a very wide application prospect in military …

光学遥感图像目标检测的深度学习算法研究进展

徐丹青, 吴一全 - 遥感学报, 2024 - ygxb.ac.cn
在光学遥感图像的各种应用中, 目标检测历来受到研究人员的重视, 并且在军事和民用方面都有
很广泛的应用前景. 本文综述了基于深度学习的光学遥感图像目标检测算法研究进展. 首先 …