[HTML][HTML] An approach for plant leaf image segmentation based on YOLOV8 and the improved DEEPLABV3+

T Yang, S Zhou, A Xu, J Ye, J Yin - Plants, 2023 - mdpi.com
Accurate plant leaf image segmentation provides an effective basis for automatic leaf area
estimation, species identification, and plant disease and pest monitoring. In this paper, based …

A method for identifying grape stems using keypoints

Z Wu, F Xia, S Zhou, D Xu - Computers and Electronics in Agriculture, 2023 - Elsevier
In grape farm operations, reliable methods to locate stems among grapes are often needed.
In this study, we propose a top-down stem localization method using grape growth …

Automatic scoring of postures in grouped pigs using depth image and CNN-SVM

J Xu, S Zhou, A Xu, J Ye, A Zhao - Computers and Electronics in Agriculture, 2022 - Elsevier
Animal posture is a manifestation of animal behavior, and an animal’s behavior provides
information about their health, welfare, and living environment. In recent years, machine vision …

Au-loaded resorcinol–formaldehyde resin photocatalysts: hollow sphere structure design and localized surface plasmon resonance effect synergistically promote …

S Zhou, Y Cai, J Zhang, Y Liu, L Zhou… - … Sustainable Chemistry & …, 2022 - ACS Publications
For industrial enzymatic catalysis, efficient regeneration of nicotinamide adenine dinucleotide
(NADH) is necessary. Herein, hollow resorcinol-formaldehyde resin nanospheres loaded …

3D reconstruction method for tree seedlings based on point cloud self-registration

T Yang, J Ye, S Zhou, A Xu, J Yin - Computers and Electronics in …, 2022 - Elsevier
The 3D reconstruction of tree seedlings can help to assess phenotypic architectures,
conceive virtual urban landscapes and design computer games. The existing multicamera …

Passive measurement method of tree diameter at breast height using a smartphone

X Wu, S Zhou, A Xu, B Chen - Computers and Electronics in Agriculture, 2019 - Elsevier
The accurate measurement of diameter at breast height (DBH) is essential to forest
resources inventory, management, and carbon cycle modeling. Monocular vision passive …

GANPose: Pose estimation of grouped pigs using a generative adversarial network

Z Wang, S Zhou, P Yin, A Xu, J Ye - Computers and Electronics in …, 2023 - Elsevier
Pose estimation as an effective method for behaviour detection has attracted wide attention
in the field of animal health and welfare detection in recent years. Consequently, we can …

Automatic quantification and assessment of grouped pig movement using the XGBoost and YOLOv5s models

J Xu, J Ye, S Zhou, A Xu - Biosystems Engineering, 2023 - Elsevier
Highlights • This study proposed a set of creative methods for automatically quantifying and
assessing the movement of grouped pigs. • The YOLOv5s model was used to detect the …

Urban street tree dataset for image classification and instance segmentation

T Yang, S Zhou, Z Huang, A Xu, J Ye, J Yin - Computers and Electronics in …, 2023 - Elsevier
Tree species identification and tree organ segmentation using images are challenging problems
that are useful in many forestry-related tasks. In this paper, the urban street tree dataset …

Research on the lying pattern of grouped pigs using unsupervised clustering and deep learning

J Xu, S Zhou, F Xia, A Xu, J Ye - Livestock Science, 2022 - Elsevier
Abstract Changes in lying pattern and lying center position can reflect information about the
production efficiency, health, and welfare of pigs. This study investigates the lying pattern …