An Approach for Plant Leaf Image Segmentation Based on YOLOV8 and the Improved DEEPLABV3+

Tingting Yang, Suyin Zhou, Aijun Xu, +2

Plants

Leaf SegmentationImage ClassificationImage AnalysisMachine LearningBotany +13

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

Xinmei Wu, Suyin Zhou, Aijun Xu, +1

Computers and Electronics in Agriculture

EngineeringMeasurementCalibrationTree GrowthWearable Technology +4

A method for identifying grape stems using keypoints

Ziwei Wu, Xia Fang, Suyin Zhou, +1

Computers and Electronics in Agriculture

Plant AnalysisEngineeringBotanyData MiningPattern Recognition +3

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

Jinyang Xu, Suyin Zhou, Aijun Xu, +2

Computers and Electronics in Agriculture

KinesiologyImage AnalysisEngineeringHuman Pose Estimation3D Pose Estimation +8

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

Tingting Yang, Junhua Ye, Suyin Zhou, +2

Computers and Electronics in Agriculture

Geometric ModelingPoint Cloud Self-registrationNatural SciencesImage RegistrationReconstruction Method +6

Au-Loaded Resorcinol–Formaldehyde Resin Photocatalysts: Hollow Sphere Structure Design and Localized Surface Plasmon Resonance Effect Synergistically Promote Efficient Nicotinamide Adenine Dinucleotide (NADH) Regeneration

Suyin Zhou, Yannan Cai, Jinlong Zhang, +3

ACS Sustainable Chemistry & Engineering

EngineeringMetal NanoparticlesInorganic PhotochemistrySynthetic PhotochemistryChemistry +16

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

Jinyang Xu, Suyin Zhou, Xia Fang, +2

Livestock Science

Image AnalysisMachine LearningEngineeringPattern RecognitionBiometrics +4

Urban street tree dataset for image classification and instance segmentation

Tingting Yang, Suyin Zhou, Zhijie Huang, +3

Computers and Electronics in Agriculture

Image ClassificationScene AnalysisMachine VisionMachine LearningData Science +9

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

Zehua Wang, Suyin Zhou, Ping Yin, +2

Computers and Electronics in Agriculture

Machine VisionEngineeringGenerative Adversarial NetworkGrouped PigsGenerative Model +4

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

Jinyang Xu, Junhua Ye, Suyin Zhou, +1

Biosystems Engineering

Animal PhysiologyAnimal StudyYolov5s ModelsAnimal PerformanceKinesiology +11