3D 视觉 - arXivDaily 专题

2108.02481 2021-08-06 eess.IV cs.MM 78%

Joint Geometry and Color Projection-based Point Cloud Quality Metric

Alireza Javaheri, Catarina Brites, Fernando Pereira, João Ascenso

专题命中点云：point cloud(title,abstract)

Comments This article has been submitted to IEEE Transactions on Multimedia

2102.05073 2021-07-19 physics.data-an cs.LG hep-ex 78%

Point Cloud Transformers applied to Collider Physics

Vinicius Mikuni, Florencia Canelli

专题命中点云：point cloud(title,abstract)

Comments 12 pages, 3 figures

Journal ref 2021 Mach. Learn.: Sci. Technol. 2 035027

2107.04340 2021-07-12 q-bio.BM 78%

A Point Cloud-Based Deep Learning Strategy for Protein-Ligand Binding Affinity Prediction

Yeji Wang, Shuo Wu, Yanwen Duan, Yong Huang

专题命中点云：point cloud(title,abstract)

2106.12236 2021-06-24 eess.IV 78%

Lossless Point Cloud Attribute Compression with Normal-based Intra Prediction

Qian Yin, Qingshan Ren, Lili Zhao, Wenyi Wang, Jianwen Chen

专题命中点云：point cloud(title,abstract)

Comments Accepted by the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting 2021

2106.11237 2021-06-22 eess.IV 78%

Cylindrical coordinates for LiDAR point cloud compression

Shashank N. Sridhara, Eduardo Pavez, Antonio Ortega

专题命中点云：point cloud(title,abstract)

2106.04099 2021-06-09 eess.SP 78%

Probabilistic Scan Matching: Bayesian Pose Estimation from Point Clouds

Rico Mendrzik, Florian Meyer

专题命中点云：point cloud(title,abstract)

Comments 7 pages, 3 figures

2106.02714 2021-06-08 cs.LG 78%

Point Cloud Failure Criterion for Composites using k-Nearest Neighbor Classification

Subramaniam Rajan, Bilal Khaled, Loukham Shyamsunder

专题命中点云：point cloud(title,abstract)

Comments 19 pages, 11 figures

2105.00137 2021-05-04 cs.LG 78%

Deep Convolution for Irregularly Sampled Temporal Point Clouds

Erich Merrill, Stefan Lee, Li Fuxin, Thomas G. Dietterich, Alan Fern

专题命中点云：point cloud(title,abstract)

Comments 12 pages, submitted to ICLR 2021

2104.09859 2021-04-21 eess.IV cs.LG 78%

Multiscale deep context modeling for lossless point cloud geometry compression

Dat Thanh Nguyen, Maurice Quach, Giuseppe Valenzise, Pierre Duhamel

专题命中点云：point cloud(title,abstract)

Comments 6 pages, accepted paper at ICME workshop 2021

2104.05808 2021-04-14 cs.CR 78%

A Backdoor Attack against 3D Point Cloud Classifiers

Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis

专题命中点云：point cloud(title,abstract)

2011.11922 2021-04-08 cs.LG cs.AI cs.CR 78%

On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks

Jiachen Sun, Karl Koenig, Yulong Cao, Qi Alfred Chen, Z. Morley Mao

专题命中点云：point cloud(title,abstract)

Comments 19 pages

2011.07606 2021-03-31 math.NA cs.NA math.AG math.MG 78%

New Confocal Hyperbola-based Ellipse Fitting with Applications to Estimating Parameters of Mechanical Pipes from Point Clouds

Reza Maalek, Derek Lichti

专题命中点云：point cloud(title,abstract)

2103.06153 2021-03-11 eess.SP 78%

Point Cloud Sampling via Graph Balancing and Gershgorin Disc Alignment

Chinthaka Dinesh, Gene Cheung, Ivan Bajic

专题命中点云：point cloud(title,abstract)

2103.03819 2021-03-08 cs.NI 78%

Hybrid Point Cloud Semantic Compression for Automotive Sensors: A Performance Evaluation

Andrea Varischio, Francesco Mandruzzato, Marcello Bullo, Marco Giordani, Paolo Testolina, Michele Zorzi

专题命中点云：point cloud(title,abstract)

Comments 6 pages, 8 figures

1901.03319 2021-03-01 cs.CG 78%

Skeletonisation Algorithms with Theoretical Guarantees for Unorganised Point Clouds with High Levels of Noise

Vitaliy Kurlin, Philip Smith

专题命中点云：point cloud(title,abstract)

Comments This paper has been published in the journal Pattern Recognition

2102.02488 2021-02-05 stat.ML cs.LG 78%

From a Point Cloud to a Simulation Model: Bayesian Segmentation and Entropy based Uncertainty Estimation for 3D Modelling

Christina Petschnigg, Markus Spitzner, Lucas Weitzendorf, Jürgen Pilz

专题命中点云：point cloud(title,abstract)

Comments Submitted to MDPI Entropy for Review

2001.07797 2021-01-01 eess.SP 78%

Point Cloud Segmentation based on Hypergraph Spectral Clustering

Songyang Zhang, Shuguang Cui, Zhi Ding

专题命中点云：point cloud(title,abstract)

2006.00497 2020-12-23 eess.IV cs.MM 78%

Inferring Point Cloud Quality via Graph Similarity

Qi Yang, Zhan Ma, Yiling Xu, Zhu Li, Jun Sun

专题命中点云：point cloud(title,abstract)

Comments This paper has been accepted by TPAMI, 21, Decemebr, 2020

2010.09951 2020-12-18 eess.SP 78%

Metrics for Aerial, Urban LiDAR Point Clouds

Michael H. Stanley, Debra F. Laefer

专题命中点云：point cloud(title,abstract)

Comments 27 pages, 14 figures, submitted for publication

2007.09885 2020-11-23 math.NA cs.CG cs.LG cs.NA 78%

Approximating the Riemannian Metric from Point Clouds via Manifold Moving Least Squares

Barak Sober, Robert Ravier, Ingrid Daubechies

专题命中点云：point cloud(title,abstract)

1912.09137 2020-11-16 eess.IV cs.MM 78%

Point Cloud Rendering after Coding: Impacts on Subjective and Objective Quality

Alireza Javaheri, Catarina Brites, Fernando Pereira, Joao Ascenso

专题命中点云：point cloud(title,abstract)

Comments This paper is a preprint of a paper submitted to IEEE Transaction on Multimedia. If accepted, the copy of record will be available at the IEEE Xplore digital library

2010.09419 2020-10-20 math.NA cs.NA 78%

Mean curvature motion of point cloud varifolds

Blanche Buet, Martin Rumpf

专题命中点云：point cloud(title,abstract)

Comments 37 pages, 10 figures

2006.03714 2020-10-13 eess.IV cs.MM 78%

Improving PSNR-based Quality Metrics Performance For Point Cloud Geometry

Alireza Javaheri, Catarina Brites, Fernando Pereira, João Ascenso

专题命中点云：point cloud(title,abstract)

Comments This article is accepted in 27th International Conference on Image Processing (ICIP 2020)

2010.05295 2020-10-13 stat.ML cs.LG cs.NA math.NA 78%

Efficient Long-Range Convolutions for Point Clouds

Yifan Peng, Lin Lin, Lexing Ying, Leonardo Zepeda-Núñez

专题命中点云：point cloud(title,abstract)

2010.02449 2020-10-07 cs.LG cs.CG 78%

On the Universality of Rotation Equivariant Point Cloud Networks

Nadav Dym, Haggai Maron

专题命中点云：point cloud(title,abstract)

2009.14168 2020-09-30 cs.LG stat.ML 78%

Self-Supervised Few-Shot Learning on Point Clouds

Charu Sharma, Manohar Kaul

专题命中点云：point cloud(title,abstract)

Comments Accepted at NeurIPS 2020

2009.09383 2020-09-22 math.DG math.GT 78%

Computing Harmonic Maps and Conformal Maps on Point Clouds

Tianqi Wu, Shing-Tung Yau

专题命中点云：point cloud(title,abstract)

Comments 26 pages, 9 figures

2002.10798 2020-09-15 eess.IV cs.MM cs.SY eess.SY 78%

Model-based Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression

Qi Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Honglei Su

专题命中点云：point cloud(title,abstract)

Comments 13pages, 10 figures, submitted to IEEE Transactions on Multimedia

Journal ref IEEE Transactions on Multimedia, 2020

2008.08438 2020-08-20 eess.IV 78%

A 3D Motion Vector Database for Dynamic Point Clouds

André L. Souto, Ricardo L. de Queiroz, Camilo Dorea

专题命中点云：point cloud(title,abstract)

2007.14180 2020-07-29 eess.IV 78%

Low-complexity Point Cloud Filtering for LiDAR by PCA-based Dimension Reduction

Yao Duan, Chuanchuan Yang, Hao Chen, Weizhen Yan, Hongbin Li

专题命中点云：point cloud(title,abstract)

1. 点云 7719 篇

Joint Geometry and Color Projection-based Point Cloud Quality Metric

Point Cloud Transformers applied to Collider Physics

A Point Cloud-Based Deep Learning Strategy for Protein-Ligand Binding Affinity Prediction

Lossless Point Cloud Attribute Compression with Normal-based Intra Prediction

Cylindrical coordinates for LiDAR point cloud compression

Probabilistic Scan Matching: Bayesian Pose Estimation from Point Clouds

Point Cloud Failure Criterion for Composites using k-Nearest Neighbor Classification

Deep Convolution for Irregularly Sampled Temporal Point Clouds

Multiscale deep context modeling for lossless point cloud geometry compression

A Backdoor Attack against 3D Point Cloud Classifiers

On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks

New Confocal Hyperbola-based Ellipse Fitting with Applications to Estimating Parameters of Mechanical Pipes from Point Clouds

Point Cloud Sampling via Graph Balancing and Gershgorin Disc Alignment

Hybrid Point Cloud Semantic Compression for Automotive Sensors: A Performance Evaluation

Skeletonisation Algorithms with Theoretical Guarantees for Unorganised Point Clouds with High Levels of Noise

From a Point Cloud to a Simulation Model: Bayesian Segmentation and Entropy based Uncertainty Estimation for 3D Modelling

Point Cloud Segmentation based on Hypergraph Spectral Clustering

Inferring Point Cloud Quality via Graph Similarity

Metrics for Aerial, Urban LiDAR Point Clouds

Approximating the Riemannian Metric from Point Clouds via Manifold Moving Least Squares

Point Cloud Rendering after Coding: Impacts on Subjective and Objective Quality

Mean curvature motion of point cloud varifolds

Improving PSNR-based Quality Metrics Performance For Point Cloud Geometry

Efficient Long-Range Convolutions for Point Clouds

On the Universality of Rotation Equivariant Point Cloud Networks

Self-Supervised Few-Shot Learning on Point Clouds

Computing Harmonic Maps and Conformal Maps on Point Clouds

Model-based Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression

A 3D Motion Vector Database for Dynamic Point Clouds

Low-complexity Point Cloud Filtering for LiDAR by PCA-based Dimension Reduction