GGT-YOLO: A novel object detection algorithm for drone-based maritime cruising

Y Li, H Yuan, Y Wang, C Xiao - Drones, 2022 - mdpi.com
Drones play an important role in the development of remote sensing and intelligent
surveillance. Due to limited onboard computational resources, drone-based object detection …

SWVR: a lightweight deep learning algorithm for forest fire detection and recognition

L Jin, Y Yu, J Zhou, D Bai, H Lin, H Zhou - Forests, 2024 - mdpi.com
The timely and effective detection of forest fires is crucial for environmental and socio-
economic protection. Existing deep learning models struggle to balance accuracy and a …

FL-YOLOv7: a lightweight small object detection algorithm in forest fire detection

Z Xiao, F Wan, G Lei, Y Xiong, L Xu, Z Ye, W Liu… - Forests, 2023 - mdpi.com
Given the limited computing capabilities of UAV terminal equipment, there is a challenge in
balancing the accuracy and computational cost when deploying the target detection model …

Substation instrumentation target detection based on multi‐scale feature fusion

Q Feng, L Huang, Y Sun, X Tong, X Liu… - Concurrency and …, 2022 - Wiley Online Library
With the promotion of smart grid construction work, the use of high‐precision and high‐
efficiency substation inspection robot has become the development trend of substation …

An efficient robot exploration method based on heuristics biased sampling

J Liu, Y Lv, Y Yuan, W Chi, G Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Autonomous robot exploration has received widespread attention as a crucial step in
constructing maps for unknown environments. Among the research results in the field of …

YOLO_SRv2: An evolved version of YOLO_SR

Y Lv, Y Zhou, Q Chen, W Chi, L Sun, L Yu - Engineering Applications of …, 2024 - Elsevier
Recently, object detection based on deep neural network has become the mainstream
research direction of sweeping robots since different obstacles may produce completely …

A Lightweight Object Detector with Deformable Upsampling for Marine Organism Detection

W Ouyang, Y Wei, G Liu - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
Marine organism detection is a significant topic in the rational development and utilization of
ocean resources. Due to the low computational ability of underwater vehicles, large-scale …

A Lightweight Operation Mode Decision Method for Cleaning Robots Driven by Garbage Attributes Perception

Z Zhou, D Zhang, J Zhu, H Tang - IEEE Access, 2024 - ieeexplore.ieee.org
The intelligent operation mode decision scheme has been proved to be a promising solution
for enhancing the cleaning performance of cleaning robots. In this paper, we propose a …

基于YOLOv5s 室内目标检测轻量化改进算法研究.

牛鑫宇, 毛鹏军, 段云涛… - Journal of Computer …, 2024 - search.ebscohost.com
针对现有室内目标检测算法, 存在结构复杂, 计算量以及模型参数量过大等问题,
难以部署到计算能力有限的室内机器人平台, 实现高效的目标检测. 为解决这一问题 …

Semantic Mapping Based on Visual SLAM with Object Model Replacement Visualization for Cleaning Robot

Z Wang, H Liao, Z Jia, J Wu - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Cleaning robots have been widely used in our daily life, achieving huge success in the
service robot sector. The autonomous movement and decision-making of these robots …