3D 视觉 - arXivDaily 专题

2303.00703 2023-03-02 cs.CV 79%

Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis

Renrui Zhang, Liuhui Wang, Ziyu Guo, Jianbo Shi

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Accepted by WACV 2023

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 1246-1255

2301.07425 2023-03-02 cs.RO 79%

Segregator: Global Point Cloud Registration with Semantic and Geometric Cues

Pengyu Yin, Shenghai Yuan, Haozhi Cao, Xingyu Ji, Shuyang Zhang, Lihua Xie

专题命中点云：point cloud(title,abstract)；分类 cs.RO

Comments 6 pages, 5 figures. Accepted to ICRA2023

2302.14801 2023-03-01 cs.GR 79%

GPU-Accelerated LOD Generation for Point Clouds

Markus Schütz, Bernhard Kerbl, Philip Klaus, Michael Wimmer

专题命中点云：point cloud(title,abstract)；分类 cs.GR

2302.14435 2023-03-01 cs.CV 79%

ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer

Shanshan Li, Pan Gao, Xiaoyang Tan, Mingqiang Wei

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Accepted by CVPR2023

2302.14306 2023-03-01 cs.CV cs.AI cs.LG 79%

CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping

Srikanth Malla, Yi-Ting Chen

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2302.14193 2023-03-01 cs.CV 79%

PointFlowHop: Green and Interpretable Scene Flow Estimation from Consecutive Point Clouds

Pranav Kadam, Jiahao Gu, Shan Liu, C. -C. Jay Kuo

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments 13 pages, 5 figures

2302.06185 2023-03-01 cs.CV 79%

PUPS: Point Cloud Unified Panoptic Segmentation

Shihao Su, Jianyun Xu, Huanyu Wang, Zhenwei Miao, Xin Zhan, Dayang Hao, Xi Li

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments accepted by AAAI2023

2302.13408 2023-02-28 cs.CV cs.AI cs.LG 79%

Generative Models for 3D Point Clouds

Lingjie Kong, Pankaj Rajak, Siamak Shakeri

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2302.13301 2023-02-28 cs.CV 79%

Pillar R-CNN for Point Cloud 3D Object Detection

Guangsheng Shi, Ruifeng Li, Chao Ma

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2210.16081 2023-02-28 cs.CV cs.AI 79%

Object Segmentation of Cluttered Airborne LiDAR Point Clouds

Mariona Caros, Ariadna Just, Santi Segui, Jordi Vitria

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments proceedings of the 24th International Conference of the Catalan Association for Artificial Intelligence (CCIA 2022)

Journal ref Artificial Intelligence Research and Development. 356 (2022) 259-268

2206.07634 2023-02-28 cs.CV cs.AI 79%

Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation

Petr Šebek, Šimon Pokorný, Patrik Vacek, Tomáš Svoboda

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Submitted on 15th June 2022 to IEEE RA-L journal

Journal ref Computer Vision Winter Workshop 2023

1807.05653 2023-02-28 cs.CV 79%

Learning and Matching Multi-View Descriptors for Registration of Point Clouds

Lei Zhou, Siyu Zhu, Zixin Luo, Tianwei Shen, Runze Zhang, Mingmin Zhen, Tian Fang, Long Quan

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2302.12591 2023-02-27 cs.CV 79%

Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data

Vivien Zahs, Katharina Anders, Julia Kohns, Alexander Stark, Bernhard Höfle

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments 29 pages, 12 figures

2205.01614 2023-02-27 cs.CV cs.LG eess.IV 79%

Automatic Segmentation of Aircraft Dents in Point Clouds

Pasquale Lafiosca, Ip-Shing Fan, Nicolas P. Avdelidis

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2302.11506 2023-02-23 cs.CV 79%

S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud Classification

Pranav Kadam, Hardik Prajapati, Min Zhang, Jintang Xue, Shan Liu, C. -C. Jay Kuo

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments 5 pages, 3 figures

2302.10923 2023-02-23 q-bio.QM cs.CV 79%

PointFISH -- learning point cloud representations for RNA localization patterns

Arthur Imbert, Florian Mueller, Thomas Walter

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2112.11335 2023-02-23 cs.CV cs.CY cs.LG 79%

Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass

Stefan Oehmcke, Lei Li, Katerina Trepekli, Jaime Revenga, Thomas Nord-Larsen, Fabian Gieseke, Christian Igel

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments 31 pages, 14 figures, 4 tables

2302.10501 2023-02-22 cs.CV 79%

Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention

Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Cheng Xiang, Tong Heng Lee

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments ICRA 2023

2302.09886 2023-02-21 cs.CV 79%

InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation

Jiahua Dong, Yang Cong, Gan Sun, Lixu Wang, Lingjuan Lyu, Jun Li, Ender Konukoglu

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Accepted to IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

2210.12755 2023-02-21 cs.CV 79%

LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers

Zhuoxu Huang, Zhiyou Zhao, Banghuai Li, Jungong Han

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Accepted by TCSVT

2301.12519 2023-02-16 cs.CV cs.LG stat.ML 79%

3D Object Detection in LiDAR Point Clouds using Graph Neural Networks

Shreelakshmi C R, Surya S. Durbha, Gaganpreet Singh

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Errors in the results section. Experiments are carried out to rectify the results

2205.08738 2023-02-16 cs.MM cs.CV eess.IV 79%

3D-VFD: A Victim-free Detector against 3D Adversarial Point Clouds

Jiahao Zhu, Huajun Zhou, Zixuan Chen, Yi Zhou, Xiaohua Xie

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments 6 pages, 13pages

2209.12512 2023-02-15 cs.CV eess.IV 79%

Multiscale Latent-Guided Entropy Model for LiDAR Point Cloud Compression

Tingyu Fan, Linyao Gao, Yiling Xu, Dong Wang, Zhu Li

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2203.04232 2023-02-14 cs.CV 79%

A Lightweight and Detector-free 3D Single Object Tracker on Point Clouds

Yan Xia, Qiangqiang Wu, Wei Li, Antoni B. Chan, Uwe Stilla

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Accepted by IEEE Transactions on Intelligent Transportation Systems 2023

2302.05210 2023-02-13 cs.RO 79%

Boosting 3D Point Cloud Registration by Transferring Multi-modality Knowledge

Mingzhi Yuan, Xiaoshui Huang, Kexue Fu, Zhihao Li, Manning Wang

专题命中点云：point cloud(title,abstract)；分类 cs.RO

Comments Accepted to the 2023 IEEE International Conference on Robotics and Automation (ICRA 2023)

2302.05201 2023-02-13 cs.CV 79%

PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis

Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments 10 pages

2302.05002 2023-02-13 cs.GR 79%

FastPoints: A State-of-the-Art Point Cloud Renderer for Unity

Elias Neuman-Donihue, Michael Jarvis, Yuhao Zhu

专题命中点云：point cloud(title,abstract)；分类 cs.GR

Comments 8 pages, 7 figures

2209.00522 2023-02-10 cs.CV 79%

Implicit and Efficient Point Cloud Completion for 3D Single Object Tracking

Pan Wang, Liangliang Ren, Shengkai Wu, Jinrong Yang, En Yu, Hangcheng Yu, Xiaoping Li

专题命中点云：point cloud(title,abstract)；分类 cs.CV

Comments Accepted to the IEEE Robotics and Automation Letters (RA-L)

2302.03914 2023-02-09 cs.CV 79%

Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving

Jiawei Liu, Xingping Dong, Sanyuan Zhao, Jianbing Shen

专题命中点云：point cloud(title,abstract)；分类 cs.CV

2302.03442 2023-02-08 cs.CV 79%

Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants

Helin Dutagaci

专题命中点云：point cloud(title,abstract)；分类 cs.CV

1. 点云 7730 篇

Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis

Segregator: Global Point Cloud Registration with Semantic and Geometric Cues

GPU-Accelerated LOD Generation for Point Clouds

ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer

CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping

PointFlowHop: Green and Interpretable Scene Flow Estimation from Consecutive Point Clouds

PUPS: Point Cloud Unified Panoptic Segmentation

Generative Models for 3D Point Clouds

Pillar R-CNN for Point Cloud 3D Object Detection

Object Segmentation of Cluttered Airborne LiDAR Point Clouds

Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation

Learning and Matching Multi-View Descriptors for Registration of Point Clouds

Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data

Automatic Segmentation of Aircraft Dents in Point Clouds

S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud Classification

PointFISH -- learning point cloud representations for RNA localization patterns

Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass

Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention

InOR-Net: Incremental 3D Object Recognition Network for Point Cloud Representation

LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers

3D Object Detection in LiDAR Point Clouds using Graph Neural Networks

3D-VFD: A Victim-free Detector against 3D Adversarial Point Clouds

Multiscale Latent-Guided Entropy Model for LiDAR Point Cloud Compression

A Lightweight and Detector-free 3D Single Object Tracker on Point Clouds

Boosting 3D Point Cloud Registration by Transferring Multi-modality Knowledge

PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis

FastPoints: A State-of-the-Art Point Cloud Renderer for Unity

Implicit and Efficient Point Cloud Completion for 3D Single Object Tracking

Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving

Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants