经典与迭代重建
本主题下的论文、它们使用的数据集、聚焦该主题的团队、归入该主题的工具包，以及在此发表多篇论文的作者。点选任意节点查看它的连接。
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经典与迭代重建
研究团队
- Bouman 课题组
- Fessler 课题组
- Tomographic Imaging / Core Imaging Library (CIL) Group
- X 射线断层成像课题组
- 先进光子源断层成像团队
- 安特卫普大学 imec 视觉实验室（ASTRA 组）
- 清华大学工程物理系 CT 成像组
- 瑞典皇家理工学院 Öktem 课题组
- 里昂 CREATIS 层析重建组
- 阿姆斯特丹 CWI 计算成像组
主题
论文
- A cone-beam reconstruction algorithm using shift-variant filtering and cone-beam backprojection
- A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging
- A general cone-beam reconstruction algorithm
- A Method for Correcting Bone Induced Artifacts in Computed Tomography Scanners
- ADMM
- ALPD
- An Algorithm for Total Variation Minimization and Applications
- An Image Reconstruction Method Based on Total Variation and Wavelet Tight Frame for Limited-Angle CT
- An improved statistical iterative algorithm for sparse-view and limited-angle CT image reconstruction
- An Inversion Formula for Cone-Beam Reconstruction
- An Iterative Reconstruction Method for Dental Cone-Beam Computed Tomography with a Truncated Field of View
- ART
- ATV
- AWTV
- CoCo-PnP
- Complex Wavelet-Based Sinogram Segmentation for Metal Artifact Reduction in Cone-Beam CT
- Compressed sensing
- Compressed sensing based cone-beam computed tomography reconstruction with a first-order method
- Computed Tomography Reconstruction Algorithm Using Markov Random Field Model
- Correction for beam hardening in computed tomography
- Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT
- CT-Evolution
- Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
- DataDriven
- DC-PnPDP
- Deep Pseudo-Proximal Map: A Self-Supervised Data-Fitting Agent for Iterative Reconstruction
- DL-PICCS
- EASEL
- Edge-preserving reconstruction from sparse projections of limited-angle computed tomography using L0-regularized gradient prior
- FDK
- Feature constrained compressed sensing CT image reconstruction from incomplete data via robust principal component analysis of the database
- Few-view image reconstruction with dual dictionaries
- Few-View Projection Reconstruction With an Iterative Reconstruction-Reprojection Algorithm and TV Constraint
- FISTA
- FISTA-Net
- FSTensor
- GGMRF
- H3D-MarNet
- How auto-differentiation can improve CT workflows: classical algorithms in a modern framework
- ICD
- Image reconstruction based on total-variation minimization and alternating direction method in linear scan computed tomography
- Image Reconstruction from Cone-Beam Projections: Necessary and Sufficient Conditions and Reconstruction Methods
- Image reconstruction from few views by L0-norm optimization
- Image reconstruction in circular cone-beam computed tomography by constrained, total-variation minimization
- iRadonMAP
- IRDS
- ISTA
- Iterative CT Reconstruction Using Shearlet-Based Regularization
- Iterative Image Reconstruction for Sparse-View CT Using Normal-Dose Image Induced Total Variation Prior
- K-SVD
- Learned convex regularizers for inverse problems
- Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction
- Limited-Angle CT Reconstruction via the L1/L2 Minimization
- Low-Dose X-ray CT Reconstruction via Dictionary Learning
- Mathematical framework of cone beam 3D reconstruction via the first derivative of the Radon transform
- MLEM
- Model-Based Iterative Reconstruction with View-Dependent Detector Displacements for Cone-Beam CT
- Momentum-Net
- MONSTR
- Moreau-envelope-enhanced nonlocal shearlet transform and total variation for sparse-view CT reconstruction
- NMAR
- Optimal short scan convolution reconstruction for fan beam CT
- OS-SART
- PDE
- PnP
- PTPN
- RAD
- Radon Transforms of Projection Functions and Aleksandrov-Fenchel Inequalities
- ReATV
- RED
- Reduction of CT artifacts caused by metallic implants
- Representation of a Function by Its Line Integrals, with Some Radiological Applications
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
- Robustness and Stability Analysis of Differentiable Shift-Variant FBP for Cone-Beam CT under Challenging Acquisition Settings
- ROF
- SART
- SDB
- SENP
- Shepp-Logan
- SIRT
- SISVM
- Sparse Tomography
- Sparsity2DL
- Spatial resolution properties of penalized-likelihood image reconstruction: space-invariant tomographs
- Statistical Image Reconstruction Using Mixed Poisson-Gaussian Noise Model for X-Ray CT
- Task-based performance analysis of FBP, SART and ML for digital breast tomosynthesis using signal CNR and Channelised Hotelling Observers
- Tensor-Net
- TGV
- The Split Bregman Method for L1-Regularized Problems
- Theoretically Exact Filtered Backprojection-Type Inversion Algorithm for Spiral CT
- Three-dimensional Reconstruction from Radiographs and Electron Micrographs: Application of Convolutions instead of Fourier Transforms
- Tiny a priori knowledge solves the interior problem in computed tomography
- TV-Stokes
- TVWFR
- Variational Garrote for Sparse Inverse Problems
- VVBP-tSVD
- Why do commercial CT scanners still employ traditional, filtered back-projection for image reconstruction?
- Über die Bestimmung von Funktionen durch ihre Integralwerte längs gewisser Mannigfaltigkeiten (Johann Radon)
工具包
- ASTRA Toolbox
- CCPi Regularisation Toolkit
- Core Imaging Library (CIL)
- CTrex
- DBT-Reconstruction
- diffct
- DIRECTT Reconstruction GUI
- IRtools
- LEAP
- leehoy/CTReconstruction
- libcbct
- MIRT
- MIRTorch
- ODL
- OMEGA
- PFITRE
- pySART
- RTK
- sigpy
- svmbir
- TIGRE
- TomoPy
数据集
作者
- Andreas Maier
- Carola‐Bibiane Schönlieb
- Charles A. Bouman
- Chengxiang Wang
- Chengze Ye
- Chengzhu Zhang
- Dong Zeng
- Emil Y. Sidky
- Ge Wang
- Gregery T. Buzzard
- Guang‐Hong Chen
- Hao Zhang
- Hengyong Yu
- Jeffrey A. Fessler
- Jianhua Ma
- Jing Huang
- Li Zhang
- Linda-Sophie Schneider
- Mareike Thies
- Michel Defrise
- Ozan Öktem
- Samuli Siltanen
- Shanzhou Niu
- Siming Bayer
- Singanallur V. Venkatakrishnan
- Siyuan Mei
- Subhadip Mukherjee
- Wufan Chen
- Xi Tao
- Xiaochuan Pan
- Yinsheng Li
- Yipeng Sun
- Yongbo Wang
- Zhaoying Bian
- Zhengrong Liang
- Zhiqiang Chen