Concepedia

Sparse Voxel Representation

Sparse Voxel Representation is a volumetric data structure that encodes 3D scalar fields using a sparse collection of non-empty voxels, differentiating itself from dense voxel grids by explicitly storing only occupied voxels to achieve memory efficiency and computational scalability.

95

Publications

6.2K

Citations

363

Authors

150

Institutions

Publications per year

2017–2026

60

Parents

Publications

95

PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection

Shaoshuai Shi, Li Jiang, Jiajun Deng et al. · International Journal of Computer Vision · 2022 · 499 citations · Full text

, , +16

VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking

Yukang Chen, Jianhui Liu, Xiangyu Zhang et al. · 2023 · 396 citations

, , +12

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

Okito Yamashita, Masa-aki Sato, Taku Yoshioka et al. · NeuroImage · 2008 · 354 citations

, , +13

VDB

Ken Museth · ACM Transactions on Graphics · 2013 · 342 citations

, , +14

VV-Net: Voxel VAE Net With Group Convolutions for Point Cloud Segmentation

Hsien-Yu Meng, Lin Gao, Yu‐Kun Lai et al. · 2019 · 286 citations

, , +14

1–5 of 95

Authors

363

  1. LJ
    Li Jiang

    Chinese University of Hong Kong, Hong Kong SAR China

    3 publications · 560 citations

    3

    h-index

  2. KM
    Ken Museth

    Linköping University, Sweden

    3 publications · 409 citations

    3

    h-index

  3. TK
    Tero Karras

    Nvidia (United Kingdom), United Kingdom

    3 publications · 298 citations

    3

    h-index

  4. HS
    Hans‐Peter Seidel

    Max Planck Institute for Informatics, Germany

    3 publications · 253 citations

    3

    h-index

  5. ES
    Erik Sintorn

    Chalmers University of Technology, Sweden

    3 publications · 147 citations

    3

    h-index

1–5 of 363

Institutions

150

  1. Max Planck Institute for Informatics

    Saarbrücken, Germany

    6 h-index

    11 publications

    1.9K citations

  2. Chalmers University of Technology

    Gothenburg, Sweden

    4 h-index

    17 publications

    774 citations

  3. Zhejiang University

    Hangzhou, China

    4 h-index

    14 publications

    719 citations

  4. Nvidia (United States)

    Santa Clara, United States

    4 h-index

    7 publications

    390 citations

  5. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    10 publications

    287 citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    162 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    8 publications

    2.8K citations

  8. University of Macau

    Macao, Macao

    2 h-index

    2 publications

    55 citations

1–8 of 150

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 320 citations

    11

    h-index

  2. ACM Transactions on Graphics

    TOG · 8 publications · 997 citations

    8

    h-index

  3. Computer Graphics Forum

    4 publications · 94 citations

    4

    h-index

  4. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 218 citations

    3

    h-index

  5. Lecture notes in computer science

    LNCS · Book series · 3 publications · 44 citations

    3

    h-index

1–5