[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 …
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 …
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 …
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 …
For industrial enzymatic catalysis, efficient regeneration of nicotinamide adenine dinucleotide
(NADH) is necessary. Herein, hollow resorcinol-formaldehyde resin nanospheres loaded …
(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 …
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 …
resources inventory, management, and carbon cycle modeling. Monocular vision passive …
GANPose: Pose estimation of grouped pigs using a generative adversarial network
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 …
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 …
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 …
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 …
production efficiency, health, and welfare of pigs. This study investigates the lying pattern …