3D 视觉 - arXivDaily 专题

2008.10309 2020-08-25 cs.CV cs.AI 79%

LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks

Guohao Li, Mengmeng Xu, Silvio Giancola, Ali Thabet, Bernard Ghanem

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

Comments Originally submitted to ECCV'2020 but rejected. This work was filed with the United States Patent and Trademark Office (USPTO) on May 19, 2020 and assigned Serial No. 63/027,241

2008.07358 2020-08-18 cs.CV eess.IV 79%

SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification

Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari

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

Comments accepted in ECCV 2020 as oral

2008.06972 2020-08-18 eess.IV cs.RO 79%

Real-Time Spatio-Temporal LiDAR Point Cloud Compression

Yu Feng, Shaoshan Liu, Yuhao Zhu

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

Journal ref 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

2008.06967 2020-08-18 cs.CV cs.AR 79%

Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation

Yu Feng, Boyuan Tian, Tiancheng Xu, Paul Whatmough, Yuhao Zhu

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

Journal ref Proceedings of the 53nd (2020) Annual IEEE/ACM International Symposium on Microarchitecture

1912.05905 2020-08-18 cs.CV cs.LG eess.IV stat.ML 79%

LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices

Radu Alexandru Rosu, Peer Schütt, Jan Quenzel, Sven Behnke

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

2008.06374 2020-08-17 cs.CV 79%

PointMixup: Augmentation for Point Clouds

Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek

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

Comments Accepted as Spotlight presentation at European Conference on Computer Vision (ECCV), 2020

2008.05149 2020-08-13 cs.CV 79%

ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation

Hanwen Cao, Yongyi Lu, Cewu Lu, Bo Pang, Gongshen Liu, Alan Yuille

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

Comments The British Machine Vision Conference (BMVC)

2008.04968 2020-08-13 cs.CV cs.LG eess.IV 79%

Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene

Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang

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

Comments Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020)

Journal ref Proceedings of the 28th ACM International Conference on Multimedia 2020

1908.01970 2020-08-11 cs.MM cs.GR 79%

Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds

Yiqun Xu, Wei Hu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma, Zongming Guo, Wen Gao

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

Comments 14 pages, 12 figures, accepted to IEEE Transactions on Circuits and Systems for Video Technology

2008.02986 2020-08-10 cs.CV 79%

Global Context Aware Convolutions for 3D Point Cloud Understanding

Zhiyuan Zhang, Binh-Son Hua, Wei Chen, Yibin Tian, Sai-Kit Yeung

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

2007.02571 2020-08-07 cs.CV 79%

Geometric Attention for Prediction of Differential Properties in 3D Point Clouds

Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev

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

1910.10328 2020-08-07 cs.CV 79%

Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration

Jiahao Li, Changhao Zhang, Ziyao Xu, Hangning Zhou, Chi Zhang

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

Journal ref European Conference on Computer Vision (ECCV) 2020

2008.00658 2020-08-04 cs.CV 79%

PIC-Net: Point Cloud and Image Collaboration Network for Large-Scale Place Recognition

Yuheng Lu, Fan Yang, Fangping Chen, Don Xie

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

Comments 8 pages, 8 figures

1911.12408 2020-08-03 cs.CV cs.LG eess.IV 79%

PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds

Wenxuan Wu, Zhiyuan Wang, Zhuwen Li, Wei Liu, Li Fuxin

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

Comments ECCV 2020

2007.15488 2020-07-31 cs.CV 79%

Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation

Mingmei Cheng, Le Hui, Jin Xie, Jian Yang, Hui Kong

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

Comments Accepted by IEEE/RSJ International Conference on Intelligent Robots and Systems 2020 (IROS)

2007.13970 2020-07-29 cs.CV 79%

Weakly Supervised 3D Object Detection from Point Clouds

Zengyi Qin, Jinglu Wang, Yan Lu

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

Comments Accepted by ACM MM 2020

1912.04775 2020-07-29 cs.CV 79%

Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point Clouds

Yonglin Tian, Lichao Huang, Xuesong Li, Kunfeng Wang, Zilei Wang, Fei-Yue Wang

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

1802.02297 2020-07-28 cs.CV 79%

3D Point Cloud Descriptors in Hand-crafted and Deep Learning Age: State-of-the-Art

Xian-Feng Han, Shi-Jie Sun, Xiang-Yu Song, Guo-Qiang Xiao

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

2007.12392 2020-07-27 cs.CV cs.LG eess.IV 79%

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds

Rui Huang, Wanyue Zhang, Abhijit Kundu, Caroline Pantofaru, David A Ross, Thomas Funkhouser, Alireza Fathi

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

Comments To appear in ECCV 2020

2007.11901 2020-07-24 cs.CV 79%

Weakly Supervised 3D Object Detection from Lidar Point Cloud

Qinghao Meng, Wenguan Wang, Tianfei Zhou, Jianbing Shen, Luc Van Gool, Dengxin Dai

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

Comments ECCV 2020; website: https://github.com/hlesmqh/WS3D

2007.11142 2020-07-23 cs.CV 79%

FLOT: Scene Flow on Point Clouds Guided by Optimal Transport

Gilles Puy, Alexandre Boulch, Renaud Marlet

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

Comments Accepted at ECCV20

2007.10170 2020-07-21 cs.CV 79%

Discrete Point Flow Networks for Efficient Point Cloud Generation

Roman Klokov, Edmond Boyer, Jakob Verbeek

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

Comments In ECCV'20

2007.09860 2020-07-21 cs.CV 79%

Learning Gaussian Instance Segmentation in Point Clouds

Shih-Hung Liu, Shang-Yi Yu, Shao-Chi Wu, Hwann-Tzong Chen, Tyng-Luh Liu

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

2007.09594 2020-07-21 cs.CV cs.LG 79%

Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes

Lei Yang, Wenxi Liu, Zhiming Cui, Nenglun Chen, Wenping Wang

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

Comments Accepted to ECCV2020

2006.03761 2020-07-21 cs.CV cs.LG eess.IV 79%

GRNet: Gridding Residual Network for Dense Point Cloud Completion

Haozhe Xie, Hongxun Yao, Shangchen Zhou, Jiageng Mao, Shengping Zhang, Wenxiu Sun

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

Comments ECCV 2020

2007.07563 2020-07-16 cs.CV cs.CG 79%

Learning Part Boundaries from 3D Point Clouds

Marios Loizou, Melinos Averkiou, Evangelos Kalogerakis

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

Comments Appeared in Eurographics Symposium on Geometry Processing 2020

2007.05361 2020-07-13 cs.CV 79%

Progressive Point Cloud Deconvolution Generation Network

Le Hui, Rui Xu, Jin Xie, Jianjun Qian, Jian Yang

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

Comments Accepted to ECCV 2020; Project page: https://github.com/fpthink/PDGN

2007.04525 2020-07-10 cs.CV cs.LG 79%

PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing

Saeid Asgari Taghanaki, Kaveh Hassani, Pradeep Kumar Jayaraman, Amir Hosein Khasahmadi, Tonya Custis

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

Comments Accepted to ICML 2020 WHI

2007.02099 2020-07-07 cs.CV 79%

Local Grid Rendering Networks for 3D Object Detection in Point Clouds

Jianan Li, Jiashi Feng

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

2007.01294 2020-07-03 cs.CV cs.LG 79%

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

Ze Liu, Han Hu, Yue Cao, Zheng Zhang, Xin Tong

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

Comments Code available at https://github.com/zeliu98/CloserLook3D

1. 点云 7715 篇

LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks

SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification

Real-Time Spatio-Temporal LiDAR Point Cloud Compression

Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation

LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices

PointMixup: Augmentation for Point Clouds

ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation

Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene

Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds

Global Context Aware Convolutions for 3D Point Cloud Understanding

Geometric Attention for Prediction of Differential Properties in 3D Point Clouds

Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration

PIC-Net: Point Cloud and Image Collaboration Network for Large-Scale Place Recognition

PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds

Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation

Weakly Supervised 3D Object Detection from Point Clouds

Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point Clouds

3D Point Cloud Descriptors in Hand-crafted and Deep Learning Age: State-of-the-Art

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds

Weakly Supervised 3D Object Detection from Lidar Point Cloud

FLOT: Scene Flow on Point Clouds Guided by Optimal Transport

Discrete Point Flow Networks for Efficient Point Cloud Generation

Learning Gaussian Instance Segmentation in Point Clouds

Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes

GRNet: Gridding Residual Network for Dense Point Cloud Completion

Learning Part Boundaries from 3D Point Clouds

Progressive Point Cloud Deconvolution Generation Network

PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing

Local Grid Rendering Networks for 3D Object Detection in Point Clouds

A Closer Look at Local Aggregation Operators in Point Cloud Analysis