Cover Image

PointVoxelFormer -- Reviving point cloud networks for 3D medical imaging

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Heinrich, Mattias Paul
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Shaken or Stirred? An Analysis of MetaFormer's Token Mixing for Medical Imaging
by: Keuth, Ron, et al.
Published: (2025)

VoxelTrack: Exploring Voxel Representation for 3D Point Cloud Object Tracking
by: Lu, Yuxuan, et al.
Published: (2024)

Effective Feature Learning for 3D Medical Registration via Domain-Specialized DINO Pretraining
by: Kats, Eytan, et al.
Published: (2026)

SparseVoxFormer: Sparse Voxel-based Transformer for Multi-modal 3D Object Detection
by: Son, Hyeongseok, et al.
Published: (2025)

EdgeFormer: local patch-based edge detection transformer on point clouds
by: Xie, Yifei, et al.
Published: (2026)

ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention
by: He, Chenhang, et al.
Published: (2024)

PVTransformer: Point-to-Voxel Transformer for Scalable 3D Object Detection
by: Leng, Zhaoqi, et al.
Published: (2024)

GraVoS: Voxel Selection for 3D Point-Cloud Detection
by: Shrout, Oren, et al.
Published: (2022)

HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer
by: Zhang, Zhang, et al.
Published: (2025)

Points2NeRF: Generating Neural Radiance Fields from 3D point cloud
by: Zimny, Dominik, et al.
Published: (2022)

AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene Understanding
by: Yang, Hongcheng, et al.
Published: (2024)

Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection
by: Huang, Yuhao, et al.
Published: (2023)

Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray
by: Keuth, Ron, et al.
Published: (2024)

SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
by: Chen, Yutong, et al.
Published: (2024)

VoxelFormer: Parameter-Efficient Multi-Subject Visual Decoding from fMRI
by: Le, Chenqian, et al.
Published: (2025)

Pillar-Voxel Fusion Network for 3D Object Detection in Airborne Hyperspectral Point Clouds
by: Jiang, Yanze, et al.
Published: (2025)

Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers
by: Li, Mengke, et al.
Published: (2024)

PVINet: Point-Voxel Interlaced Network for Point Cloud Compression
by: Deng, Xuan, et al.
Published: (2025)

PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering
by: Chen, Zisheng, et al.
Published: (2023)

PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection
by: Li, Yidi, et al.
Published: (2024)

OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding
by: Huang, Sheng-Yu, et al.
Published: (2026)

Deep Imbalanced Multi-Target Regression: 3D Point Cloud Voxel Content Estimation in Simulated Forests
by: Hassanzadeh, Amirhossein, et al.
Published: (2025)

TFCT-I2P: Three stream fusion network with color aware transformer for image-to-point cloud registration
by: Peng, Muyao, et al.
Published: (2024)

Density-aware global-local attention network for point cloud segmentation
by: Li, Chade, et al.
Published: (2024)

Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models
by: Romanelis, Ioannis, et al.
Published: (2024)

Non-Invasive 3D Wound Measurement with RGB-D Imaging
by: Harkämper, Lena, et al.
Published: (2026)

SlingBAG Pro: Accelerating point cloud-based iterative reconstruction for 3D photoacoustic imaging with arbitrary array geometries
by: Li, Shuang, et al.
Published: (2026)

Contrastive masked auto-encoders based self-supervised hashing for 2D image and 3D point cloud cross-modal retrieval
by: Wei, Rukai, et al.
Published: (2024)

ShapeShifter: 3D Variations Using Multiscale and Sparse Point-Voxel Diffusion
by: Maruani, Nissim, et al.
Published: (2025)

PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds
by: Mertoğlu, Kerem, et al.
Published: (2024)

Point cloud segmentation for 3D Clothed Human Layering
by: Garavaso, Davide, et al.
Published: (2025)

FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation
by: Ding, Weiping, et al.
Published: (2024)

Poxel: Voxel Reconstruction for 3D Printing
by: Cao, Ruixiang, et al.
Published: (2025)

4D Neural Voxel Splatting: Dynamic Scene Rendering with Voxelized Guassian Splatting
by: Wu, Chun-Tin, et al.
Published: (2025)

PeP: a Point enhanced Painting method for unified point cloud tasks
by: Dong, Zichao, et al.
Published: (2023)

HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention Transformers
by: Rizaldy, Aldino, et al.
Published: (2025)

SAGE3D: Soft-guided attention and graph excitation for 3D point cloud corner detection
by: Bekar, Batuhan Arda, et al.
Published: (2026)

Enriching thermal point clouds of buildings using semantic 3D building models
by: Zhu, Jingwei, et al.
Published: (2024)

InLUT3D: Challenging real indoor dataset for point cloud analysis
by: Walczak, Jakub
Published: (2024)

PC2Model: ISPRS benchmark on 3D point cloud to model registration
by: Maboudi, Mehdi, et al.
Published: (2026)