Medical Physics · Physics
High resolution image reconstruction with constrained, total-variation minimization
Emil Y. Sidky, Rick Chartrand, Yuval Duchin, Christer Ullberg +1
2016-11-17
Applications · Statistics
Efficient Low Dose X-ray CT Reconstruction through Sparsity-Based MAP Modeling
SayedMasoud Hashemi, Soosan Beheshti, Patrick R. Gill, Narinder S. Paul +1
2014-02-11
Numerical Analysis · Mathematics
Empirical average-case relation between undersampling and sparsity in x-ray CT
Jakob S. Jørgensen, Emil Y. Sidky, Per Christian Hansen, Xiaochuan Pan
2014-08-05
Computer Vision and Pattern Recognition · Computer Science
Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data
Anish Lahiri, Marc Klasky, Jeffrey A. Fessler, Saiprasad Ravishankar
2022-01-25
Image and Video Processing · Electrical Eng. & Systems
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network
Haoyu Wei, Florian Schiffers, Tobias Würfl, Daming Shen +3
2020-12-10
Image and Video Processing · Electrical Eng. & Systems
Active CT Reconstruction with a Learned Sampling Policy
Ce Wang, Kun Shang, Haimiao Zhang, Shang Zhao +2
2022-11-04
Image and Video Processing · Electrical Eng. & Systems
A Learnt Half-Quadratic Splitting-Based Algorithm for Fast and High-Quality Industrial Cone-beam CT Reconstruction
Aniket Pramanik, Singanallur V. Venkatakrishnan, Obaidullah Rahman, Amirkoushyar Ziabari
2025-01-24
Image and Video Processing · Electrical Eng. & Systems
DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction
Yiqun Lin, Jixiang Chen, Hualiang Wang, Jiewen Yang +3
2026-03-10
Image and Video Processing · Electrical Eng. & Systems
Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
Yiqun Lin, Hualiang Wang, Jixiang Chen, Xiaomeng Li
2024-07-09
Image and Video Processing · Electrical Eng. & Systems
Simulator-Based Self-Supervision for Learned 3D Tomography Reconstruction
Onni Kosomaa, Samuli Laine, Tero Karras, Miika Aittala +1
2023-05-29
Medical Physics · Physics
A cascaded dual-domain deep learning reconstruction method for sparsely spaced multidetector helical CT
Ao Zheng, Hewei Gao, Li Zhang, Yuxiang Xing
2019-10-24
Computer Vision and Pattern Recognition · Computer Science
CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates
Liutao Yang, Jiahao Huang, Guang Yang, Daoqiang Zhang
2024-09-04
Image and Video Processing · Electrical Eng. & Systems
Edge Projection-Based Adaptive View Selection for Cone-Beam CT
Jingsong Lin, Singanallur Venkatakrishnan, Gregery Buzzard, Amir Koushyar Ziabari +1
2024-07-19
Image and Video Processing · Electrical Eng. & Systems
Fast and accurate sparse-view CBCT reconstruction using meta-learned neural attenuation field and hash-encoding regularization
Heejun Shin, Taehee Kim, Jongho Lee, Se Young Chun +2
2024-01-18
Medical Physics · Physics
Deep-learning-based Breast CT for Radiation Dose Reduction
Wenxiang Cong, Hongming Shan, Xiaohua Zhang, Shaohua Liu +2
2019-12-18
Computer Vision and Pattern Recognition · Computer Science
Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models
Sho Ozaki, Shizuo Kaji, Toshikazu Imae, Kanabu Nawa +2
2024-09-13
Medical Physics · Physics
Quantitative cone-beam CT reconstruction with polyenergetic scatter model fusion
Jonathan H. Mason, Alessandro Perelli, William H. Nailon, Mike E. Davies
2020-01-13
Computer Vision and Pattern Recognition · Computer Science
Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks
Ziling Wu, Abdulaziz Alorf, Ting Yang, Ling Li +1
2019-01-31
Image and Video Processing · Electrical Eng. & Systems
Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction
Liutao Yang, Jiahao Huang, Yingying Fang, Angelica I Aviles-Rivero +3
2024-09-04