Cover Image

DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lin, Yiqun, Chen, Jixiang, Wang, Hualiang, Yang, Jiewen, Guo, Jiarong, Zhang, Yi, Li, Xiaomeng
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction
by: Lin, Yiqun, et al.
Published: (2024)

Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
by: Lin, Yiqun, et al.
Published: (2024)

CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos
by: Yang, Jiewen, et al.
Published: (2024)

Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction
by: Chen, Jixiang, et al.
Published: (2025)

Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction
by: Liu, Zhentao, et al.
Published: (2023)

Trans${^2}$-CBCT: A Dual-Transformer Framework for Sparse-View CBCT Reconstruction
by: Yang, Minmin, et al.
Published: (2025)

Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction
by: Xu, Shuo, et al.
Published: (2023)

MSDiff: Multi-Scale Diffusion Model for Ultra-Sparse View CT Reconstruction
by: Zhang, Junyan, et al.
Published: (2024)

Deep Inertia $L_p$ Half-Quadratic Splitting Unrolling Network for Sparse View CT Reconstruction
by: Guo, Yu, et al.
Published: (2024)

Are Pixel-Wise Metrics Reliable for Sparse-View Computed Tomography Reconstruction?
by: Lin, Tianyu, et al.
Published: (2025)

Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction
by: Momeni, Mohammadhossein, et al.
Published: (2024)

Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction
by: Yang, Liutao, et al.
Published: (2024)

PoCGM: Poisson-Conditioned Generative Model for Sparse-View CT Reconstruction
by: Fang, Changsheng, et al.
Published: (2025)

Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction
by: Chen, Hanyu, et al.
Published: (2024)

Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images
by: Wang, Hualiang, et al.
Published: (2024)

SparseSSP: 3D Subcellular Structure Prediction from Sparse-View Transmitted Light Images
by: Zheng, Jintu, et al.
Published: (2024)

Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction
by: Braure, Thomas, et al.
Published: (2023)

Structure-Aware Sparse-View X-ray 3D Reconstruction
by: Cai, Yuanhao, et al.
Published: (2023)

Latent Space Consistency for Sparse-View CT Reconstruction
by: Chen, Duoyou, et al.
Published: (2025)

Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction
by: Tian, Xuanyu, et al.
Published: (2025)

QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction
by: Ayad, Ishak, et al.
Published: (2024)

Efficient Flow Matching for Sparse-View CT Reconstruction
by: Shi, Jiayang, et al.
Published: (2026)

GR-Gaussian: Graph-Based Radiative Gaussian Splatting for Sparse-View CT Reconstruction
by: Yuluo, Yikuang, et al.
Published: (2025)

Fan-Beam CT Reconstruction for Unaligned Sparse-View X-ray Baggage Dataset
by: Kim, Shin
Published: (2024)

3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation
by: Li, Yingtai, et al.
Published: (2023)

ResPF: Residual Poisson Flow for Efficient and Physically Consistent Sparse-View CT Reconstruction
by: Fang, Changsheng, et al.
Published: (2025)

X-LRM: X-ray Large Reconstruction Model for Extremely Sparse-View Computed Tomography Recovery in One Second
by: Zhang, Guofeng, et al.
Published: (2025)

DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction
by: Su, Shiyan, et al.
Published: (2026)

Conditional Diffusion Posterior Alignment for Sparse-View CT Reconstruction
by: Barba, Luis, et al.
Published: (2026)

High-Fidelity 3D Tooth Reconstruction by Fusing Intraoral Scans and CBCT Data via a Deep Implicit Representation
by: Zhu, Yi, et al.
Published: (2026)

Ordered-subsets Multi-diffusion Model for Sparse-view CT Reconstruction
by: Yu, Pengfei, et al.
Published: (2025)

TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction
by: Bubba, Tatiana A., et al.
Published: (2025)

Deep Learning-based Cross-modal Reconstruction of Vehicle Target from Sparse 3D SAR Image
by: Li, Da, et al.
Published: (2024)

Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention
by: Li, Zhenghong, et al.
Published: (2024)

Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising
by: Ye, Jin, et al.
Published: (2025)

3D Vessel Reconstruction from Sparse-View Dynamic DSA Images via Vessel Probability Guided Attenuation Learning
by: Liu, Zhentao, et al.
Published: (2024)

Resolution-Independent Neural Operators for Multi-Rate Sparse-View CT
by: Datta, Aujasvit, et al.
Published: (2025)

Virtual-mask Informed Prior for Sparse-view Dual-Energy CT Reconstruction
by: Chen, Zini, et al.
Published: (2025)

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction
by: Xu, Xiaojian, et al.
Published: (2024)

Vision Foundation Models in Medical Image Analysis: Advances and Challenges
by: Liang, Pengchen, et al.
Published: (2025)