Deep Learning-Based Point Cloud Analysis

3D Point Cloud Analysis ◽

10.1007/978-3-030-89180-0_3 ◽

2021 ◽

pp. 53-86

Author(s):

Shan Liu ◽

Min Zhang ◽

Pranav Kadam ◽

C.-C. Jay Kuo

Keyword(s):

Deep Learning ◽

Point Cloud ◽

Point Cloud Analysis ◽

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3D Point Cloud Analysis and Classification in Large-Scale Scene Based on Deep Learning

IEEE Access ◽

10.1109/access.2019.2909742 ◽

2019 ◽

Vol 7 ◽

pp. 55649-55658 ◽

Author(s):

Lei Wang ◽

Weiliang Meng ◽

Runping Xi ◽

Yanning Zhang ◽

Chengcheng Ma ◽

...

Keyword(s):

Deep Learning ◽

Point Cloud ◽

Large Scale ◽

3D Point Cloud ◽

Point Cloud Analysis ◽

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LFNet: Local Rotation Invariant Coordinates Frame for Robust Point Cloud Analysis

IEEE Signal Processing Letters ◽

10.1109/lsp.2020.3048605 ◽

2021 ◽

pp. 1-1

Author(s):

Hezhi Cao ◽

Ronghui Zhan ◽

Yanxin Ma ◽

Chao Ma ◽

Jun Zhang

Keyword(s):

Point Cloud ◽

Rotation Invariant ◽

Local Rotation ◽

Point Cloud Analysis ◽

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LiDAR point cloud analysis for vehicle contour estimation using polynomial approximation and curvature breakdown

2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) ◽

10.1109/vtc2020-fall49728.2020.9348457 ◽

2020 ◽

Author(s):

Gerald Joy Sequeira ◽

Shahabaz Afraj ◽

Manasi Surve ◽

Thomas Brandmeier

Keyword(s):

Polynomial Approximation ◽

Point Cloud ◽

Contour Estimation ◽

Point Cloud Analysis ◽

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Adaptive Surface Fitting Convolution for 3D Point Cloud Analysis

2020 5th International Conference on Automation, Control and Robotics Engineering (CACRE) ◽

10.1109/cacre50138.2020.9230294 ◽

2020 ◽

Author(s):

Hezhi Cao ◽

Yanxin Ma ◽

Ronghui Zhan ◽

Chao Ma ◽

Jun Zhang

Keyword(s):

Point Cloud ◽

Surface Fitting ◽

3D Point Cloud ◽

Point Cloud Analysis ◽

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View invariant human action recognition using fourier-based and radon-based point cloud analysis

7'th International Symposium on Telecommunications (IST'2014) ◽

10.1109/istel.2014.7000671 ◽

2014 ◽

Author(s):

Maryam Asadi-Aghbolaghi ◽

Shohreh Kasaei

Keyword(s):

Action Recognition ◽

Point Cloud ◽

Human Action Recognition ◽

Human Action ◽

Point Cloud Analysis ◽

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CPCS: Critical Points Guided Clustering and Sampling for Point Cloud Analysis

Communications in Computer and Information Science - Neural Information Processing ◽

10.1007/978-3-030-63820-7_37 ◽

2020 ◽

pp. 327-335

Author(s):

Wei Wang ◽

Zhiwen Shao ◽

Wencai Zhong ◽

Lizhuang Ma

Keyword(s):

Critical Points ◽

Point Cloud ◽

Point Cloud Analysis ◽

Cloud Analysis ◽

Guided Clustering

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Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis

Computer Vision – ECCV 2020 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-58607-2_13 ◽

2020 ◽

pp. 217-233

Author(s):

Ruixuan Yu ◽

Xin Wei ◽

Federico Tombari ◽

Jian Sun

Keyword(s):

Point Cloud ◽

Invariant Point ◽

Feature Learning ◽

Rotation Invariant ◽

Point Cloud Analysis ◽

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Development and Characterization of a Safety System for Robotic Cells Based on Multiple Time of Flight (TOF) Cameras and Point Cloud Analysis

2018 Workshop on Metrology for Industry 4.0 and IoT ◽

10.1109/metroi4.2018.8439037 ◽

2018 ◽

Author(s):

Simone Pasinetti ◽

Cristina Nuzzi ◽

Matteo Lancini ◽

Giovanna Sansoni ◽

Franco Docchio ◽

...

Keyword(s):

Point Cloud ◽

Time Of Flight ◽

Safety System ◽

Multiple Time ◽

Robotic Cells ◽

Point Cloud Analysis ◽

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Automatic Vehicle Extraction from Airborne LiDAR Data Using an Object-Based Point Cloud Analysis Method

Remote Sensing ◽

10.3390/rs6098405 ◽

2014 ◽

Vol 6 (9) ◽

pp. 8405-8423 ◽

Author(s):

Jixian Zhang ◽

Minyan Duan ◽

Qin Yan ◽

Xiangguo Lin

Keyword(s):

Point Cloud ◽

Airborne Lidar ◽

Analysis Method ◽

Object Based ◽

Airborne Lidar Data ◽

Point Cloud Analysis ◽

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Recalibration of Neural Networks for Point Cloud Analysis

2020 International Conference on 3D Vision (3DV) ◽

10.1109/3dv50981.2020.00054 ◽

2020 ◽

Author(s):

Ignacio Sarasua ◽

Sebastian Polsterl ◽

Christian Wachinger

Keyword(s):

Neural Networks ◽

Point Cloud ◽

Point Cloud Analysis ◽

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