An improved Yolov5 real-time detection method for small objects captured by UAV

W Zhan, C Sun, M Wang, J She, Y Zhang, Z Zhang… - Soft Computing, 2022 - Springer
The object detection algorithm is mainly focused on detection in general scenarios, when
the same algorithm is applied to drone-captured scenes, and the detection performance of …

A method for automatic real-time detection and counting of fruit fly pests in orchards by trap bottles via convolutional neural network with attention mechanism added

J She, W Zhan, S Hong, C Min, T Dong, H Huang… - Ecological …, 2022 - Elsevier
Fruit fly pests seriously affect the quality and safety of various melons, fruits, and vegetable
crops. Many farmers lack sufficient knowledge of the level of pest occurrence, which leads to …

Object detection from the video taken by drone via convolutional neural networks

C Sun, W Zhan, J She, Y Zhang - Mathematical Problems in …, 2020 - Wiley Online Library
The aim of this research is to show the implementation of object detection on drone videos
using TensorFlow object detection API. The function of the research is the recognition effect …

[HTML][HTML] Application of support vector machine algorithm incorporating slime mould algorithm strategy in ancient glass classification

Y Guo, W Zhan, W Li - Applied Sciences, 2023 - mdpi.com
Glass products are important evidence of early East–West cultural exchanges. Ancient glass
in China mostly consisted of lead glass, and potassium glass is widely believed to be …

Pork primal cuts recognition method via computer vision

H Huang, W Zhan, Z Du, S Hong, T Dong, J She, C Min - Meat Science, 2022 - Elsevier
Pork accounts for more than 33% of global meat consumption and dominates meat
consumption in China. With the improvement of people's quality of life, people pay more and …

Key Points Tracking and Grooming Behavior Recognition of Bactrocera minax (Diptera: Trypetidae) via DeepLabCut

W Zhan, Y Zou, Z He, Z Zhang - Mathematical problems in …, 2021 - Wiley Online Library
Statistical analysis of Bactrocera grooming behavior is important for pest control and human
health. Based on DeepLabCut, this study proposes a noninvasive and effective method to …

[HTML][HTML] A novel deep learning model for accurate pest detection and edge computing deployment

H Kang, L Ai, Z Zhen, B Lu, Z Man, P Yi, M Li, L Lin - Insects, 2023 - mdpi.com
Simple Summary This research proposes a novel attention mechanism for the task of rice
pest detection, aiming to address the issues of complex backgrounds and small size of …

A Recognition Method of Bactroceraminax(Diptera:Tephritidae) Grooming Behavior via a Multi-Object Tracking and Spatio-Temporal Feature Detection Model

S Hong, W Zhan, T Dong, J She, C Min, H Huang… - Journal of Insect …, 2022 - Springer
Studying the grooming behavior of Bactrocera minax adults at rest and the behavioral
interference among multiple adults can provide a research basis for related animal behavior …

Research and Application of U-NetP Network Incorporating Coordinate Attention for Ship Draft Reading in Complex Situations

W Li, W Zhan, T Han, P Wang, H Liu, M Xiong… - Journal of Signal …, 2023 - Springer
Ship draft reading is an essential link to the draft survey. At present, manual observation is
primarily used to determine a ship's draft. However, manual observation is easily affected by …

RBD-Net: robust breakage detection algorithm for industrial leather

R Luo, R Chen, F Jia, B Lin, J Liu, Y Sun… - Journal of Intelligent …, 2023 - Springer
For the sake of better achieving the productivity of leather damage detection in industrial
production, this paper proposes a Robust Breakage Detection Network (RBD-Net) model for …