目錄

• • 1、論文實時更新

1、論文實時更新

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation-CVPR2017-論文鏈接-tensorflow代碼-pytorch代碼

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space-NIPS2017-論文鏈接-tensorflow代碼-pytorch代碼

Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models-ICCV2017-論文鏈接-pytorch代碼

KCNet: Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling-CVPR2018-論文鏈接-caffe代碼-pytorch代碼

Pointwise Convolutional Neural Networks-CVPR2018-論文鏈接-tensorflow代碼

SO-Net: Self-Organizing Network for Point Cloud Analysis-CVPR2018-論文鏈接-pytorch代碼

Recurrent Slice Networks for 3D Segmentation of Point Clouds-CVPR2018-論文鏈接-pytorch代碼

SPLATNet: Sparse Lattice Networks for Point Cloud Processing-CVPR2018-l論文鏈接-caffe代碼-pytorch代碼

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs-CVPR2018-論文鏈接-pytorch代碼

Dynamic Graph CNN for Learning on Point Cloud-arxiv2018-論文鏈接-代碼鏈接

Local Spectral Graph Convolution for Point Set Feature Learning-ECCV2018-論文鏈接-tensorflow代碼

SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters-ECCV2018-論文鏈接-tensorflow代碼

Point Convolutional Neural Networks by Extension Operators-SIGGRAPH 2018-論文鏈接-tensorflow代碼

PointCNN: Convolution On X-Transformed Points-NeurIPS 2018-論文鏈接-tensorflow代碼-mxnet代碼-pytorch代碼

PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation-arxiv2018-論文鏈接-tensorflow代碼-pytorch代碼

PointConv: Deep Convolutional Networks on 3D Point Clouds-arxiv2018-論文鏈接

Adversarial Autoencoders for Generating 3D Point Clouds-arxiv2018-論文鏈接

Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN-論文鏈接

Supervised Fitting of Geometric Primitives to 3D Point Clouds-CVPR2019-l論文鏈接-tensorflow代碼

Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval-論文鏈接

Iterative Transformer Network for 3D Point Cloud-arxiv2018-論文鏈接

DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds-arxiv2018-論文鏈接

CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision-論文鏈接-AAAI2019-代碼鏈接

Increasing the Capability of Neural Networks for Surface Reconstruction from Noisy Point Clouds-arxiv2018-論文鏈接

Topology-Aware Surface Reconstruction for Point Clouds-arxiv2018-論文鏈接

Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks-arxiv2018-論文鏈接

Inferring Point Clouds from Single Monocular Images by Depth Intermediation-arxiv2018-論文鏈接

Learning Saliency Maps for Adversarial Point-Cloud Generation-arxiv2019-論文鏈接

A Graph-CNN for 3D Point Cloud Classification- ICASSP 2018-論文鏈接-tensorflow代碼

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud-arxiv2018-論文鏈接

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud-arxiv2018-論文鏈接

Deep RBFNet: Point Cloud Feature Learning using Radial Basis Functions-arxiv2018-論文鏈接

IPOD: Intensive Point-based Object Detector for Point Cloud-arxiv2018-論文鏈接

PointPillars: Fast Encoders for Object Detection from Point Clouds-arxiv2018-論文鏈接

3D Point Cloud Learning for Large-scale Environment Analysis and Place Recognition-arxiv2018-論文鏈接

3D Point Cloud Denoising via Bipartite Graph Approximation and Reweighted Graph Laplacian-arxiv2018-論文鏈接

Casualty Detection from 3D Point Cloud Data for Autonomous Ground Mobile Rescue Robots-SSRR)2018-論文鏈接

Deflecting 3D Adversarial Point Clouds Through Outlier-Guided Removal-arxiv2018-論文鏈接

Machine learning enables polymer cloud-point engineering via inverse design-arxiv2018-論文鏈接

3D Convolution on RGB-D Point Clouds for Accurate Model-free Object Pose Estimation-arxiv2018-論文鏈接

Feature Preserving and Uniformity-controllable Point Cloud Simplification on Graph-arxiv2018-論文鏈接

GeoNet: Deep Geodesic Networks for Point Cloud Analysis-CVPR2019-論文鏈接

POINTCLEANNET: Learning to Denoise and Remove Outliers from Dense Point Clouds-arxiv2018-論文鏈接-pytorch代碼

Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits-T-PAMI2019-論文鏈接

Fast 3D Line Segment Detection From Unorganized Point Cloud-arxiv2019-論文鏈接

Extending Adversarial Attacks and Defenses to Deep 3D Point Cloud Classifiers-arxiv2019-論文鏈接-tensorflow代碼

Skeletonisation Algorithms for Unorganised Point Clouds with Theoretical Guarantees-arxiv2019-論文鏈接

Automatic normal orientation in point clouds of building interiors-arxiv2019-論文鏈接

Fitting 3D Shapes from Partial and Noisy Point Clouds with Evolutionary Computing-arxiv2019-論文鏈接

Context Prediction for Unsupervised Deep Learning on Point Clouds-arxiv2019-論文鏈接

Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network-WACV 2019-論文鏈接

Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks-arxiv2019-l論文鏈接

NeuralSampler: Euclidean Point Cloud Auto-Encoder and Sampler-arxiv2019-l論文鏈接

Embedded Delaunay triangulations for point clouds of surfaces in-arxiv2019-l論文鏈接

3D point cloud registration with shape constraint-ICIP 2017-論文鏈接

Occupancy-map-based rate distortion optimization for video-based point cloud compression-arxiv2019-論文鏈接

3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation-arxiv2019-論文鏈接

PIXOR: Real-time 3D Object Detection from Point Clouds- CVPR2018-論文鏈接-pytorch代碼

Multi-view Incremental Segmentation of 3D Point Clouds for Mobile Robots-arxiv2019-論文鏈接

Point cloud denoising based on tensor Tucker decomposition-CVPR2019-l論文鏈接

Associatively Segmenting Instances and Semantics in Point Clouds-CVPR2019-論文鏈接

Zero-shot Learning of 3D Point Cloud Objects-MVA2019-論文鏈接

Octree guided CNN with Spherical Kernels for 3D Point Clouds-arxiv2019-論文鏈接

Real-time Multiple People Hand Localization in 4D Point Clouds-arxiv2019-論文鏈接

Variational Graph Methods for Efficient Point Cloud Sparsification-arxiv2019-代碼鏈接

HoloCast: Graph Signal Processing for Graceful Point Cloud Delivery-arxiv2019-論文鏈接

Fast Registration for cross-source point clouds by using weak regional affinity and pixel-wise refinement-ICME 2019-論文鏈接

PointNetLK: Robust & Efficient Point Cloud Registration using PointNet-arxiv2019-論文鏈接

Neural Style Transfer for Point Clouds-arxiv2019-論文鏈接

OREOS: Oriented Recognition of 3D Point Clouds in Outdoor Scenarios-arxiv2019-論文鏈接

Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression-arxiv2019-論文鏈接

Monocular 3D Object Detection with Pseudo-LiDAR Point Cloud-論文鏈接-arxiv2019

FVNet: 3D Front-View Proposal Generation for Real-Time Object Detection from Point Clouds-論文鏈接-arxiv2019

Unpaired Point Cloud Completion on Real Scans using Adversarial Training-論文鏈接-arxiv2019

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds-論文鏈接-arxiv2019-代碼鏈接

MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds-論文鏈接-arxiv2019

Discrete Rotation Equivariance for Point Cloud Recognition-論文鏈接-ICRA 2019-代碼鏈接

JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields-論文鏈接-CVPR 2019(oral)-代碼鏈接

DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds-論文鏈接-arxiv2019

A Dataset for Semantic Segmentation of Point Cloud Sequences-論文鏈接-arxiv2019

Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning-論文鏈接-CVPR2019

Generalizing discrete convolutions for unstructured point clouds-論文鏈接-arxiv2019

3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation-論文鏈接-arxiv2019

Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds-論文鏈接-arxiv2019

Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning-論文鏈接-arxiv2019

3D Object Recognition with Ensemble Learning — A Study of Point Cloud-Based Deep Learning Models-論文鏈接-arxiv2019

Deep Hough Voting for 3D Object Detection in Point Clouds-論文鏈接-arxiv2019

2D3D-MatchNet: Learning to Match Keypoints Across 2D Image and 3D Point Cloud-論文鏈接-arxiv2019

PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval-論文鏈接-CVPR2019

Graph-based Inpainting for 3D Dynamic Point Clouds-論文鏈接-arxiv2019

3D Dynamic Point Cloud Denoising via Spatio-temporal Graph Modeling-論文鏈接-arxiv2019

RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion-論文鏈接-cvpr2019-代碼鏈接

Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network-論文鏈接-arxiv2019

Loop-Closure Detection Based on 3D Point Cloud Learning for Self-Driving Industry Vehicles-論文鏈接-arxiv2019

Oriented Point Sampling for Plane Detection in Unorganized Point Clouds-論文鏈接-ICRA2019

Deep Closest Point: Learning Representations for Point Cloud Registration-論文鏈接-arxiv2019

Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds-論文鏈接-arxiv2019

DeepICP: An End-to-End Deep Neural Network for 3D Point Cloud Registration-論文鏈接-arxiv2019

Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering-論文鏈接-arxiv2019

Cooper: Cooperative Perception for Connected Autonomous Vehicles based on 3D Point Clouds-論文鏈接 -ICDCS 2019

3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions-論文鏈接-arxiv2019

SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing-論文鏈接-arxiv2019

A Two-stage Classification Method for High-dimensional Data and Point Clouds-論文鏈接-arxiv2019

GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud-論文鏈接-arxiv2019

RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud-論文鏈接-arxiv2019

Domain Adaptation for Vehicle Detection from Bird’s Eye View LiDAR Point Cloud Data-論文鏈接-Under review for IEEE SMC 2019

Robust Point Cloud Based Reconstruction of Large-Scale Outdoor Scenes-論文鏈接-CVPR2019

Efficient Curvature Estimation for Oriented Point Clouds-論文鏈接-arxiv2019

Leveraging binding-site structure for drug discovery with point-cloud methods-論文鏈接-arxiv2019

NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds-論文鏈接-arxiv2019

Partial Computing Offloading Assisted Cloud Point Registration in Multi-robot SLAM-論文鏈接-arxiv2019

Point Clouds Learning with Attention-based Graph Convolution Networks-論文鏈接-arxiv2019

Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds-論文鏈接-arxiv2019

Direct structural analysis of domains defined by point clouds-論文鏈接-arxiv2019

Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation-論文鏈接-MICCAI 2019

注意事項：
[1] 本人業余時間承接各種本科畢設設計和各種小項目，包括圖像處理（數據挖掘、機器學習、深度學習等）、matlab仿真、python算法及仿真等，有需要的請加QQ：1575262785詳聊！！！

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