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IEEE Transactions on Computational Imaging, Volume 10
Volume 10, 2024
- Sidharth Gupta
, Konik Kothari, Valentin Debarnot
Differentiable Uncalibrated Imaging. 1-16 - Qinzhen Shi
A 3-D Ultrasound Tomography Method for Bone Morphology Evaluation. 17-27 - Jiajun Xiang
DER-GAN: Dual-Energy Recovery GAN for Conebeam CT. 28-42 - Gyutaek Oh
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction. 43-53 - Peyman F. Shahandashti
Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging. 54-68 - Luke Lozenski
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography. 69-82 - Di Jia
A Transformer-Based Architecture for High-Resolution Stereo Matching. 83-92 - Yu-Chun Miao
Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior. 93-102 - Tiancheng Li
Gates-Controlled Deep Unfolding Network for Image Compressed Sensing. 103-114 - Xingguang Zhang
Imaging Through the Atmosphere Using Turbulence Mitigation Transformer. 115-128 - Wenting Gu
Holographic Reconstruction With All-Acoustic Diffractive Network. 129-142 - Yanyan Shi
Densely Connected Convolutional Neural Network-Based Invalid Data Compensation for Brain Electrical Impedance Tomography. 143-153 - Thilo Balke
TRINIDI: Time-of-Flight Resonance Imaging With Neutrons for Isotopic Density Inference. 154-169 - Chun Zhao
Compact Representation of Light Field Data for Refocusing and Focal Stack Reconstruction Using Depth Adaptive Multi-CNN. 170-180 - Yubin Cheng
LIR-Net:Learnable Iterative Reconstruction Network for Fan Beam CT Sparse-View Reconstruction. 181-195 - Yaxin Shang
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging. 196-207 - Olivier Leblanc
Interferometric Lensless Imaging: Rank-One Projections of Image Frequencies With Speckle Illuminations. 208-222 - Yunsong Liu
The Potential of Phase Constraints for Non-Fourier Radiofrequency-Encoded MRI. 223-232 - Yuchen He
ADMMNet-Based Deep Unrolling Method for Ghost Imaging. 233-245 - Haoze Sun
Learn Stable MRI Under-Sampling Pattern With Decoupled Sampling Preference. 246-260 - Xiangyu Qu
Spatially Varying Exposure With 2-by-2 Multiplexing: Optimality and Universality. 261-276 - Antoni Buades
Joint Denoising and HDR for RAW Image Sequences. 277-290 - Bo-Lin Jian
A Study on Establishing a Dynamic Color Schlieren System to Observe Airflow and Predict Temperature Changes. 291-303 - Jing Lei
Fractional Optimization With the Learnable Prior for Electrical Capacitance Tomography. 304-317 - Huei-Yung Lin
Disparity Computation With Low Intensity Quantization on Stereo Image Pairs. 318-328 - R. Wes Baldwin
Sign-Coded Exposure Sensing for Noise-Robust High-Speed Imaging. 329-342 - Abhiram Gnanasambandam
The Secrets of Non-Blind Poisson Deconvolution. 343-356 - Chunhong Cao
A Two-Stream Stacked Autoencoder With Inter-Class Separability for Bilinear Hyperspectral Unmixing. 357-371 - Tao Hong
A Complex Quasi-Newton Proximal Method for Image Reconstruction in Compressed Sensing MRI. 372-384 - Haojie Tang
EgeFusion: Towards Edge Gradient Enhancement in Infrared and Visible Image Fusion With Multi-Scale Transform. 385-398 - Carter Lyons
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems. 399-414 - Baoshun Shi
Coupling Model- and Data-Driven Networks for CT Metal Artifact Reduction. 415-428 - Huafeng Li
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR Imaging. 429-445 - Maria Antonia Maisto
A Computationally Light MUSIC Based Algorithm for Automotive RADARs. 446-460 - Ouwen Huang
TPU Based Deep Learning Image Enhancement for Real-Time Point-of-Care Ultrasound. 461-468 - Shuo Zhang
Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution. 469-478 - Mingyang Ling
PRNet: Pyramid Restoration Network for RAW Image Super-Resolution. 479-495 - Aupendu Kar
Adapting the Learning Models of Single Image Super-Resolution Into Light-Field Imaging. 496-509 - Pengfei Shi
LL-UNet++:UNet++ Based Nested Skip Connections Network for Low-Light Image Enhancement. 510-521 - Tom Lütjen
Learning-Based Approaches for Reconstructions With Inexact Operators in nanoCT Applications. 522-534 - Qi Jiang
Computational Imaging for Machine Perception: Transferring Semantic Segmentation Beyond Aberrations. 535-548 - Nebiyou Yismaw
Domain Expansion via Network Adaptation for Solving Inverse Problems. 549-559 - Ziqi Bai
HoloFormer: Contrastive Regularization Based Transformer for Holographic Image Reconstruction. 560-573 - Yanan Zhao
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution. 574-588 - Lishan Tan
Frequency-Spatial Domain Feature Fusion for Spectral Super-Resolution. 589-599 - Ban-Sok Shin
Joint Distributed Traveltime and Full Waveform Tomography for Enhanced Subsurface Imaging in Seismic Networks. 600-612 - Chunyan Liu
Nonlocal Tensor Decomposition With Joint Low Rankness and Smoothness for Spectral CT Image Reconstruction. 613-627 - Felix F. Zimmermann
PINQI: An End-to-End Physics-Informed Approach to Learned Quantitative MRI Reconstruction. 628-639 - Huaguang Li
Multi-Interactive Enhanced for Defocus Blur Estimation. 640-652 - Matthias Beckmann
Fourier-Domain Inversion for the Modulo Radon Transform. 653-665 - Wenbo Wan
Arbitrary-Scale Image Super-Resolution via Degradation Perception. 666-676 - Xu Ji
SeNAS-Net: Self-Supervised Noise and Artifact Suppression Network for Material Decomposition in Spectral CT. 677-689 - Xiang Ding, Jian Kang
Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. 690-699 - Patricio Guerrero
Automatic and Computationally Efficient Alignment in Fan- and Cone-Beam Tomography. 700-712 - Yuxuan Guo
Attention-Based Progressive Discrimination Generative Adversarial Networks for Polarimetric Image Demosaicing. 713-725 - Yutong Liu
Disparity-Guided Multi-View Interaction Network for Light Field Reflection Removal. 726-741 - Maneesh John
Local Monotone Operator Learning Using Non-Monotone Operators: MnM-MOL. 742-751 - Jhon Lopez
Depth Estimation From a Single Optical Encoded Image Using a Learned Colored-Coded Aperture. 752-761 - Okyanus Oral
Plug-and-Play Regularization on Magnitude With Deep Priors for 3D Near-Field MIMO Imaging. 762-773 - Jingshuai Liu
Deep Network Cascade for Dynamic Cardiac MRI Reconstruction With Motion Feature Incorporation and the Fourier Neural Attention. 774-789 - Mehrsa Pourya
A Box-Spline Framework for Inverse Problems With Continuous-Domain Sparsity Constraints. 790-805 - Kinan Abbas
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part II: A Filtering-Based Framework. 806-817 - Yangchuan Liu
Channel-Spatial Attention Guided CycleGAN for CBCT-Based Synthetic CT Generation to Enable Adaptive Radiotherapy. 818-831 - Berk Iskender
RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging. 832-847 - Kinan Abbas
Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: A Matrix-Completion Framework. 848-862 - Michael P. Sheehan
Spline Sketches: An Efficient Approach for Photon Counting Lidar. 863-875 - Ryota Maeda
Polarimetric Light Transport Analysis for Specular Inter-Reflection. 876-887 - Tianfu Wang
Differentiable Deflectometric Eye Tracking. 888-898 - Shu Li
DD-DCSR: Image Denoising for Low-Dose CT via Dual-Dictionary Deep Convolutional Sparse Representation. 899-914 - Jiangtao Nie
Hybrid Pixel-Wise Registration Learning for Robust Fusion-Based Hyperspectral Image Super-Resolution. 915-927 - Licheng Liu
MAPANet: A Multi-Scale Attention-Guided Progressive Aggregation Network for Multi-Contrast MRI Super-Resolution. 928-940 - Ajinkya Kadu
Single-Shot Tomography of Discrete Dynamic Objects. 941-952 - Tianyuan Wang
Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning. 953-968 - Lijun Zhao
RIRO: From Retinex-Inspired Reconstruction Optimization Model to Deep Low-Light Image Enhancement Unfolding Network. 969-983 - Shijun Zhou
Restoration on High Turbidity Water Images Under Near-Field Illumination Using a Light-Field Camera. 984-999 - Amir Masoud Molaei
Application of Kirchhoff Migration Principle for Hardware-Efficient Near-Field Radar Imaging. 1000-1015 - Romario Gualdrón-Hurtado
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging. 1016-1025 - Jingchao Hou
DTDeMo: A Deep Learning-Based Two-Stage Image Demosaicing Model With Interpolation and Enhancement. 1026-1039 - Zihui Wu
Learning Task-Specific Strategies for Accelerated MRI. 1040-1054 - Jiawei Jiang
PGIUN: Physics-Guided Implicit Unrolling Network for Accelerated MRI. 1055-1068 - Paula Arguello
Learning to Describe Scenes via Privacy-Aware Designed Optical Lens. 1069-1079 - Yuanke Zhang
Side Information-Assisted Low-Dose CT Reconstruction. 1080-1093 - Mohammad Khateri
No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy. 1094-1110 - Carlos M. Restrepo-Galeano
Super-Resolution in Low Dose X-ray CT via Focal Spot Mitigation With Generative Diffusion Networks. 1111-1123 - Aleksei Sholokhov
Single-Pixel Imaging of Spatio-Temporal Flows Using Differentiable Latent Dynamics. 1124-1138 - Jianan Li
Region-Based Spectral-Spatial Mutual Induction Network for Hyperspectral Image Reconstruction. 1139-1151 - Senrong You, Bin Yuan, Zhihan Lyu
Generative AI Enables Synthesizing Cross-Modality Brain Image via Multi-Level-Latent Representation Learning. 1152-1164 - Haoyuan Xia
NAS Powered Deep Image Prior for Electrical Impedance Tomography. 1165-1174 - Tom Sharon
Real-Time Model-Based Quantitative Ultrasound and Radar. 1175-1190 - Samuel Beuret
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound. 1191-1206 - Pengwei Liang
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring. 1207-1220 - Peng Li
Enhancing MRF Reconstruction: A Model-Based Deep Learning Approach Leveraging Learned Sparsity and Physics Priors. 1221-1234 - Shijun Liang
Adaptive Local Neighborhood-Based Neural Networks for MR Image Reconstruction From Undersampled Data. 1235-1249 - Jyothi Rikhab Chand
Multi-Scale Energy (MuSE) Framework for Inverse Problems in Imaging. 1250-1265 - Johannes F. Kunz
Implicit Neural Networks With Fourier-Feature Inputs for Free-Breathing Cardiac MRI Reconstruction. 1280-1289 - Yu Sun
Provable Probabilistic Imaging Using Score-Based Generative Priors. 1290-1305 - Salman Siddique Khan
OpEnCam: Lensless Optical Encryption Camera. 1306-1316 - Da Yang
Boosting Light Field Spatial Super-Resolution via Masked Light Field Modeling. 1317-1330 - Xi Tong
CMEFusion: Cross-Modal Enhancement and Fusion of FIR and Visible Images. 1331-1345 - Tiecheng Song
DS$^{2}$PN: A Two-Stage Direction-Aware Spectral-Spatial Perceptual Network for Hyperspectral Image Reconstruction. 1346-1356 - Rui Liu
DDFSRM: Denoising Diffusion Fusion Model for Line-Scanning Super-Resolution. 1357-1367 - Luke Lozenski
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction. 1368-1383 - Zongyu Li
Accelerated Wirtinger Flow With Score-Based Image Priors for Holographic Phase Retrieval in Poisson-Gaussian Noise Conditions. 1384-1399 - Yang Lu
A Hybrid Polarization Image Demosaicking Algorithm Based on Inter-Channel Correlation. 1400-1413 - Jevgenija Rudzusika
3D Helical CT Reconstruction With a Memory Efficient Learned Primal-Dual Architecture. 1414-1424 - Zhifeng Xie
TMSST-RID: A Target-Oriented SAR-ISAR Imaging Method Based on Synchrosqueezing. 1425-1438 - Leping Xiao
Fast Non-Line-of-Sight Imaging With Hybrid Super-Resolution Network Over 18 m. 1439-1448 - Mazen Mel
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement. 1449-1461 - Sayantan Dutta
A Quantum Denoising-Based Resolution Enhancement Framework for 250-MHz and 500-MHz Quantitative Acoustic Microscopy. 1489-1504 - Xiaoyin Mei
Progressive Self-Supervised Learning for CASSI Computational Spectral Cameras. 1505-1518 - Zan Chen
Deep Motion Regularizer for Video Snapshot Compressive Imaging. 1519-1532 - Jiandong Su
F2IFlow for CT Metal Artifact Reduction. 1533-1546 - RuoCheng Wu, Shangqi Deng, Ran Ran
INF3: Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion. 1547-1558 - Zixin Liu
GraphEIT: Unsupervised Graph Neural Networks for Electrical Impedance Tomography. 1559-1570 - Weijie Liang
Fixed-Point Convergence of Multi-Block PnP ADMM and Its Application to Hyperspectral Image Restoration. 1571-1587 - Marco Maaß
Equilibrium Model With Anisotropy for Model-Based Reconstruction in Magnetic Particle Imaging. 1588-1601 - Jingwei Chen
Extended Polar Format Algorithm for Non-Planar Target Imaging With DSM. 1602-1615 - Wenyi Shao
An Efficient Method for Modelling Millimeter-Wave Scan for Security Screening of Humans. 1616-1625 - Guanting Dong
Recurrent Cross-Modality Fusion for Time-of-Flight Depth Denoising. 1626-1639 - David G. J. Heesterbeek
Data-Driven Discovery of Mechanical Models Directly From MRI Spectral Data. 1640-1649 - Alper Güngör
CalibFPA: A Focal Plane Array Imaging System Based on Online Deep-Learning Calibration. 1650-1663 - Yangke Ying
Spectral Memory-Enhanced Network With Local Non-Local and Low-Rank Priors for Hyperspectral Image Compressive Imaging. 1664-1679 - Wentao Chao
OccCasNet: Occlusion-Aware Cascade Cost Volume for Light Field Depth Estimation. 1680-1691 - Lei Li
Relaxation-Based Super-Resolution Method in Pulsed Magnetic Particle Imaging. 1692-1705 - Joshua Rapp
Multi-Layered Surface Estimation for Low-Cost Optical Coherence Tomography. 1706-1721 - Justin Folden
FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging. 1722-1735 - Deyang Liu, Yifan Mao, Yifan Zuo, Ping An, Yuming Fang:
Light Field Angular Super-Resolution Network Based on Convolutional Transformer and Deep Deblurring. 1736-1748 - Xiaohong Fan
MVMS-RCN: A Dual-Domain Unified CT Reconstruction With Multi-Sparse-View and Multi-Scale Refinement-Correction. 1749-1762 - Wenhao Zhang, Bin Huang
Low-Rank Angular Prior Guided Multi-Diffusion Model for Few-Shot Low-Dose CT Reconstruction. 1763-1774 - Zeyu Wang
Full-Wave Simulations of Tomographic Optical Imaging Through Augmented Partial Factorization. 1775-1785 - Song Chang
Learning Light Field Denoising With Symmetrical Refocusing Strategy. 1786-1798 - Meijun Chen
An Adaptive Photon Count Reconstruction Algorithm for Sparse Count and Strong Noise Count Data With Low Signal Background Ratio. 1799-1814 - Xiaojiao Xiao
FgC2F-UDiff: Frequency-Guided and Coarse-to-Fine Unified Diffusion Model for Multi-Modality Missing MRI Synthesis. 1815-1828
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