3D 视觉 - arXivDaily 专题

2309.14288 2023-09-26 math.AP math.ST stat.TH 50%

Comparison of One- Two- and Three- Dimensional CNN models for Drawing-Test-Based Diagnostics of the Parkinson's Disease

Xuechao Wang, Junqing Huang, Marianna Chatzakou, Sven Nomm, Elli Valla, Kadri Medijainen, Pille Taba, Aaro Toomela, Michael Ruzhansky

专题命中点云：point cloud(abstract)

2308.12724 2023-09-25 hep-ex hep-ph physics.data-an 50%

Jet energy calibration with deep learning as a Kubeflow pipeline

Daniel Holmberg, Dejan Golubovic, Henning Kirschenmann

专题命中点云：point cloud(abstract)

Comments 20 pages, 10 figures. Code repository available via https://zenodo.org/record/7799179

Journal ref Computing and Software for Big Science 7 (2023) 9

2309.11811 2023-09-22 eess.SP cs.AI 50%

Multimodal Transformers for Wireless Communications: A Case Study in Beam Prediction

Yu Tian, Qiyang Zhao, Zine el abidine Kherroubi, Fouzi Boukhalfa, Kebin Wu, Faouzi Bader

专题命中点云：point cloud(abstract)

2309.05934 2023-09-13 cond-mat.mtrl-sci cs.AI 50%

MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling

Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings, Mikhail Galkin, Santiago Miret

专题命中点云：point cloud(abstract)

2307.11998 2023-09-13 eess.IV 50%

ELiOT : End-to-end Lidar Odometry using Transformer Framework

Daegyu Lee, Hyunwoo Nam, D. Hyunchul Shim

专题命中点云：point cloud(abstract)

2309.05026 2023-09-12 cs.MM eess.IV 50%

Spatial Perceptual Quality Aware Adaptive Volumetric Video Streaming

Xi Wang, Wei Liu, Huitong Liu, Peng Yang

专题命中点云：point cloud(abstract)

Comments Accepted byIEEE Globecom 2023

2209.00703 2023-09-08 cond-mat.soft cond-mat.dis-nn 50%

Topological packing statistics distinguish living and non-living matter

Dominic J. Skinner, Hannah Jeckel, Adam C. Martin, Knut Drescher, Jörn Dunkel

专题命中点云：point cloud(abstract)

Comments Updated link to online platform, added more examples to atlas

Journal ref Sci. Adv. 9, eadg1261(2023)

2302.00361 2023-08-31 cs.AR 50%

K-D Bonsai: ISA-Extensions to Compress K-D Trees for Autonomous Driving Tasks

Pedro H. E. Becker, José María Arnau, Antonio González

专题命中点云：point cloud(abstract)

Journal ref ISCA'23 Proceedings of the 50th Annual International Symposium on Computer Architecture, Article No. 20, 2023

2308.15075 2023-08-30 cs.NI 50%

Benchmarking 5G MEC and Cloud infrastructures for planning IoT messaging of CCAM data

Felipe Mogollón, Zaloa Fernández, Josu Pérez, Ángel Martín

专题命中点云：point cloud(abstract)

Comments 6 pages, 5 figures, 6 tables, IEEE International Conference on Intelligent Transportation Systems

2308.09249 2023-08-21 cs.AR 50%

SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing

Dongxu Lyu, Zhenyu Li, Yuzhou Chen, Jinming Zhang, Ningyi Xu, Guanghui He

专题命中点云：point cloud(abstract)

Comments Accepted to ICCAD 2023

2308.07578 2023-08-17 cs.MM 50%

Understanding User Behavior in Volumetric Video Watching: Dataset, Analysis and Prediction

Kaiyuan Hu, Haowen Yang, Yili Jin, Junhua Liu, Yongting Chen, Miao Zhang, Fangxin Wang

专题命中点云：point cloud(abstract)

Comments Accepted by ACM MM'23

2308.05965 2023-08-14 eess.IV 50%

Classification Method of Road Surface Condition and Type with LiDAR Using Spatiotemporal Information

Ju Won Seo, Jin Sung Kim, Chung Choo Chung

专题命中点云：point cloud(abstract)

Comments 10 pages

2001.01623 2023-08-11 math.AT 50%

Persistence by Parts: Multiscale Feature Detection via Distributed Persistent Homology

Iris H. R. Yoon, Robert Ghrist

专题命中点云：point cloud(abstract)

2212.08049 2023-08-08 cs.LG math.OC stat.ML 50%

Sliced Optimal Partial Transport

Yikun Bai, Berhnard Schmitzer, Mathew Thorpe, Soheil Kolouri

专题命中点云：point cloud(abstract)

Comments modify the link of Github page

2211.12490 2023-08-08 math.NA cs.NA 50%

Monotone meshfree methods for linear elliptic equations in non-divergence form via nonlocal relaxation

Qihao Ye, Xiaochuan Tian

专题命中点云：point cloud(abstract)

Comments 36 pages, 16 figures

2012.05751 2023-08-07 math.PR 50%

The self-similar evolution of stationary point processes via persistent homology

Daniel Spitz, Anna Wienhard

专题命中点云：point cloud(abstract)

Comments v3: Major revision, 41 pages, 2 figures

2103.04540 2023-08-04 math.AT cs.CG math.DS 50%

Sliding Window Persistence of Quasiperiodic Functions

Hitesh Gakhar, Jose A. Perea

专题命中点云：point cloud(abstract)

Comments 33 pages, 13 figures

2308.00176 2023-08-02 cs.LG q-bio.QM 50%

A Flow Artist for High-Dimensional Cellular Data

Kincaid MacDonald, Dhananjay Bhaskar, Guy Thampakkul, Nhi Nguyen, Joia Zhang, Michael Perlmutter, Ian Adelstein, Smita Krishnaswamy

专题命中点云：point cloud(abstract)

Comments Accepted for publication in 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)

2307.13370 2023-07-26 math.OC cs.LG stat.ML 50%

Computational Guarantees for Doubly Entropic Wasserstein Barycenters via Damped Sinkhorn Iterations

Lénaïc Chizat, Tomas Vaškevičius

专题命中点云：point cloud(abstract)

2307.12377 2023-07-25 eess.IV 50%

4D Feet: Registering Walking Foot Shapes Using Attention Enhanced Dynamic-Synchronized Graph Convolutional LSTM Network

Farzam Tajdari, Toon Huysmans, Xinhe Yao, Jun Xu, Yu Song

专题命中点云：point cloud(abstract)

2302.09730 2023-07-19 eess.IV 50%

3D Target Detection and Spectral Classification for Single-photon LiDAR Data

Mohamed Amir Alaa Belmekki, Jonathan Leach, Rachael Tobin, Gerald S. Buller, Stephen Mclaughlin, Abderrahim Halimi

专题命中点云：3D reconstruction(abstract)

2210.03159 2023-07-19 eess.SP 50%

Ray-Optics Simulations of Outdoor-to-Indoor Multipath Channels at 4 and 14 GHz

Pasi Koivumäki, Aki Karttunen, Katsuyuki Haneda

专题命中点云：point cloud(abstract)

2109.02629 2023-07-19 cs.LG 50%

An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving

Jingzhi Tu, Gang Mei, Francesco Piccialli

专题命中点云：point cloud(abstract)

Comments 10 figures, 4 tables

2211.06489 2023-07-10 cs.LG cs.AI 50%

Equivariance with Learned Canonicalization Functions

Sékou-Oumar Kaba, Arnab Kumar Mondal, Yan Zhang, Yoshua Bengio, Siamak Ravanbakhsh

专题命中点云：point cloud(abstract)

Comments 21 pages, 5 figures

2305.18467 2023-06-29 cs.LG eess.SP 50%

Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs

Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro

专题命中点云：point cloud(abstract)

Comments 16 pages, 6 figures, 3 tables

2306.15649 2023-06-28 cs.LG 50%

Effective resistance in metric spaces

Robi Bhattacharjee, Alexander Cloninger, Yoav Freund, Andreas Oslandsbotn

专题命中点云：point cloud(abstract)

2306.15487 2023-06-28 astro-ph.IM astro-ph.GA astro-ph.SR 50%

Quadtree features for machine learning on CMDs

Jose Schiappacasse-Ulloa, Mario Pasquato, Sara Lucatello

专题命中点云：point cloud(abstract)

Comments 10 pages, 6 figures. Submitted to the International Conference on Machine Learning 2023

2306.14125 2023-06-27 eess.SP 50%

M$^3$SC: A Generic Dataset for Mixed Multi-Modal (MMM) Sensing and Communication Integration

Xiang Cheng, Ziwei Huang, Lu Bai, Haotian Zhang, Mingran Sun, Boxun Liu, Sijiang Li, Jianan Zhang, Minson Lee

专题命中点云：point cloud(abstract)

Comments 12 pages, 12 figures

2212.01013 2023-06-21 math.ST cs.CG math.GT stat.TH 50%

Computable bounds for the reach and $r$-convexity of subsets of $\mathbb{R}^d$

Ryan Cotsakis

专题命中点云：point cloud(abstract)

Comments 37 pages, 23 figures

2302.03655 2023-06-16 cs.LG physics.chem-ph physics.comp-ph 50%

Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs

Saro Passaro, C. Lawrence Zitnick

专题命中点云：point cloud(abstract)

Comments 19 pages, 10 figures

1. 点云 7737 篇

Comparison of One- Two- and Three- Dimensional CNN models for Drawing-Test-Based Diagnostics of the Parkinson's Disease

Jet energy calibration with deep learning as a Kubeflow pipeline

Multimodal Transformers for Wireless Communications: A Case Study in Beam Prediction

MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling

ELiOT : End-to-end Lidar Odometry using Transformer Framework

Spatial Perceptual Quality Aware Adaptive Volumetric Video Streaming

Topological packing statistics distinguish living and non-living matter

K-D Bonsai: ISA-Extensions to Compress K-D Trees for Autonomous Driving Tasks

Benchmarking 5G MEC and Cloud infrastructures for planning IoT messaging of CCAM data

SpOctA: A 3D Sparse Convolution Accelerator with Octree-Encoding-Based Map Search and Inherent Sparsity-Aware Processing

Understanding User Behavior in Volumetric Video Watching: Dataset, Analysis and Prediction

Classification Method of Road Surface Condition and Type with LiDAR Using Spatiotemporal Information

Persistence by Parts: Multiscale Feature Detection via Distributed Persistent Homology

Sliced Optimal Partial Transport

Monotone meshfree methods for linear elliptic equations in non-divergence form via nonlocal relaxation

The self-similar evolution of stationary point processes via persistent homology

Sliding Window Persistence of Quasiperiodic Functions

A Flow Artist for High-Dimensional Cellular Data

Computational Guarantees for Doubly Entropic Wasserstein Barycenters via Damped Sinkhorn Iterations

4D Feet: Registering Walking Foot Shapes Using Attention Enhanced Dynamic-Synchronized Graph Convolutional LSTM Network

3D Target Detection and Spectral Classification for Single-photon LiDAR Data

Ray-Optics Simulations of Outdoor-to-Indoor Multipath Channels at 4 and 14 GHz

An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving

Equivariance with Learned Canonicalization Functions

Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs

Effective resistance in metric spaces

Quadtree features for machine learning on CMDs

M$^3$SC: A Generic Dataset for Mixed Multi-Modal (MMM) Sensing and Communication Integration

Computable bounds for the reach and $r$-convexity of subsets of $\mathbb{R}^d$

Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs