[HTML][HTML] STC-YOLO: small object detection network for traffic signs in complex environments

H Lai, L Chen, W Liu, Z Yan, S Ye - Sensors, 2023 - mdpi.com
The detection of traffic signs is easily affected by changes in the weather, partial occlusion,
and light intensity, which increases the number of potential safety hazards in practical …

[HTML][HTML] Improved YOLOv5-based for small traffic sign detection under complex weather

S Qu, X Yang, H Zhou, Y Xie - Scientific reports, 2023 - nature.com
Traffic sign detection is a challenging task for unmanned driving systems. In the traffic sign
detection process, the object size and weather conditions vary widely, which will have a …

[HTML][HTML] 基于改进的Yolov8 商业渔船电子监控数据中鱼类的检测与识别

袁红春, 陶磊 - 大连海洋大学学报, 2023 - xuebao.dlou.edu.cn
为解决传统商业渔船电子监控数据中鱼类检测与识别任务人工成本高, 工作量大等问题,
采用基于改进的Yolov8 商业渔船电子监控数据中鱼类的检测与识别方法, 其中 …

[HTML][HTML] Lightweight you only look once v8: An upgraded you only look once v8 algorithm for small object identification in unmanned aerial vehicle images

Z Huangfu, S Li - Applied Sciences, 2023 - mdpi.com
In order to solve the problems of high leakage rate, high false detection rate, low detection
success rate and large model volume of small targets in the traditional target detection …

YOLO-SG: Small traffic signs detection method in complex scene

Y Han, F Wang, W Wang, X Li, J Zhang - The Journal of Supercomputing, 2024 - Springer
Fast and accurate detection of traffic signs is crucial for the development of intelligent
transportation systems. To address the issue of false detection and missing detection of …

[HTML][HTML] An improved YOLO model for traffic signs small target image detection

T Han, L Sun, Q Dong - Applied Sciences, 2023 - mdpi.com
Traffic sign detection significantly reduces traffic accidents, but in real-world scenarios, the
considerable distance between traffic signs and in-vehicle cameras means only a small …

[HTML][HTML] Traffic sign detection and recognition using multi-frame embedding of video-log images

J Xu, Y Huang, D Ying - Remote Sensing, 2023 - mdpi.com
The detection and recognition of traffic signs is an essential component of intelligent vehicle
perception systems, which use on-board cameras to sense traffic sign information …

[HTML][HTML] Overhead Power Line Damage Detection: An Innovative Approach Using Enhanced YOLOv8

Y Wu, T Liao, F Chen, H Zeng, S Ouyang, J Guan - Electronics, 2024 - mdpi.com
This paper presents an enhanced version of YOLOv8 specifically designed for detecting
damage in overhead power lines. Firstly, to improve the model's robustness, an adaptive …

[HTML][HTML] Improving real-time object detection in Internet-of-Things smart city traffic with YOLOv8-DSAF method

Y Li, Y Huang, Q Tao - Scientific Reports, 2024 - nature.com
With the rise of global smart city construction, target detection technology plays a crucial role
in optimizing urban functions and improving the quality of life. However, existing target …

Text based traffic signboard detection using YOLO v7 architecture

A Negi, Y Kesarwani, P Saranya - … on Advances in Computing and Data …, 2023 - Springer
Recent developments in computer vision and deep learning technology have increased the
prevalence of advanced driver assistance systems (ADAS). ADAS technologies aim to …