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Global automated extraction of bathymetric photons from ICESat-2 data based on a PointNet++ model

International journal of applied earth observation and geoinformation, 2023-11, Vol.124, p.103512, Article 103512

2023

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Point-enhanced convolutional neural network: A novel deep learning method for transonic wall-bounded flows

Aerospace science and technology, 2024-12, Vol.155, p.109689, Article 109689

2024

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An improved PointNet++ point cloud segmentation model applied to automatic measurement method of pig body size

Computers and electronics in agriculture, 2023-02, Vol.205, p.107560, Article 107560

2023

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3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation

Computer Vision – ECCV 2018, p.458-474

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Hyperbolic regularization-PointNet++: Automated three-dimensional soil particle roundness classification

Powder technology, 2024-02, Vol.434, p.119326, Article 119326

2024

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A classification model for power corridors based on the improved PointNet++ network

Geocarto international, 2024-01, Vol.39 (1)

2024

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Point-cloud based machine learning for classifying rare events in the Active-Target Time Projection Chamber

Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, 2024-10, p.170002, Article 170002

2024

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Semantic 3D Object Maps for Everyday Robotic Retail Inspection

New Trends in Image Analysis and Processing – ICIAP 2019, p.263-274

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MCFP: A multi-target 3D perception method with weak dependence on 2D detectors

Pattern recognition letters, 2024-02, Vol.178, p.188-194

2024

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Effective software security enhancement using an improved PointNet

The Journal of systems and software, 2023-10, Vol.204, p.111794, Article 111794

2023

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Body weight estimation of beef cattle with 3D deep learning model: PointNet

Computers and electronics in agriculture, 2023-10, Vol.213, p.108184, Article 108184

2023

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Global-PBNet: A Novel Point Cloud Registration for Autonomous Driving

IEEE transactions on intelligent transportation systems, 2022-11, Vol.23 (11), p.22312-22319

2022

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Multi-information PointNet++ fusion method for DEM construction from airborne LiDAR data

Geocarto international, 2023-12, Vol.38 (1)

2023

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Real-Time Fruit Recognition and Grasping Estimation for Robotic Apple Harvesting

Sensors (Basel, Switzerland), 2020-10, Vol.20 (19), p.5670

2020

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Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries

Journal of computational physics, 2022-11, Vol.468, p.111510, Article 111510

2022

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Improved PointNet with accuracy and efficiency trade-off for online detection of defects in laser processing

Optics and lasers in engineering, 2025-01, Vol.184, p.108610, Article 108610

2025

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Lightweight Mid-range Arm-gesture Recognition System from mmWave Radar Point Clouds

IEEE sensors journal, 2022-12, p.1-1

2022

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Improved 3D point cloud segmentation for accurate phenotypic analysis of cabbage plants using deep learning and clustering algorithms

Computers and electronics in agriculture, 2023-08, Vol.211, p.108014, Article 108014

2023

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Mature pomegranate fruit detection and location combining improved F-PointNet with 3D point cloud clustering in orchard

Computers and electronics in agriculture, 2022-09, Vol.200, p.107233, Article 107233

2022

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Analysis and Evaluation of PointNet for Indoor Office Point Cloud Semantic Segmentation

International journal on advanced science, engineering and information technology, 2023-12, Vol.13 (6), p.2345-2353

2023

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A model-free 6-DOF grasp detection method based on point clouds of local sphere area

Advanced robotics, 2023-06, Vol.37 (11), p.679-690

2023

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Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet

Neural networks, 2023-10, Vol.167, p.80-91

2023

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Road Environment Semantic Segmentation with Deep Learning from MLS Point Cloud Data

Sensors (Basel, Switzerland), 2019-08, Vol.19 (16), p.3466

2019

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A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing

Transportation research. Part C, Emerging technologies, 2023-07, Vol.152, p.104127, Article 104127

2023

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C2SPoint: A classification-to-saliency network for point cloud saliency detection

Computers & graphics, 2023-10, Vol.115, p.274-284

2023

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Global automated extraction of bathymetric photons from ICESat-2 data based on a PointNet++ model

Point-enhanced convolutional neural network: A novel deep learning method for transonic wall-bounded flows

An improved PointNet++ point cloud segmentation model applied to automatic measurement method of pig body size

3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation

Hyperbolic regularization-PointNet++: Automated three-dimensional soil particle roundness classification

A classification model for power corridors based on the improved PointNet++ network

Point-cloud based machine learning for classifying rare events in the Active-Target Time Projection Chamber

Semantic 3D Object Maps for Everyday Robotic Retail Inspection

MCFP: A multi-target 3D perception method with weak dependence on 2D detectors

Effective software security enhancement using an improved PointNet

Body weight estimation of beef cattle with 3D deep learning model: PointNet

Global-PBNet: A Novel Point Cloud Registration for Autonomous Driving

Multi-information PointNet++ fusion method for DEM construction from airborne LiDAR data

Real-Time Fruit Recognition and Grasping Estimation for Robotic Apple Harvesting

Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries

Improved PointNet with accuracy and efficiency trade-off for online detection of defects in laser processing

Lightweight Mid-range Arm-gesture Recognition System from mmWave Radar Point Clouds

Improved 3D point cloud segmentation for accurate phenotypic analysis of cabbage plants using deep learning and clustering algorithms

Mature pomegranate fruit detection and location combining improved F-PointNet with 3D point cloud clustering in orchard

Analysis and Evaluation of PointNet for Indoor Office Point Cloud Semantic Segmentation

A model-free 6-DOF grasp detection method based on point clouds of local sphere area

Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet

Road Environment Semantic Segmentation with Deep Learning from MLS Point Cloud Data

A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing

C2SPoint: A classification-to-saliency network for point cloud saliency detection

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