The IEEE Transactions on Computational Imaging will publish articles where computation plays an integral role in the image formation process. Papers will cover all areas of computational imaging ranging from fundamental theoretical methods to the latest innovative computational imaging system designs. Topics of interest will include advanced algorithms and mathematical techniques, model-based data inversion, methods for image and signal recovery from sparse and incomplete data, techniques for non-traditional sensing of image data, methods for dynamic information acquisition and extraction from imaging sensors, software and hardware for efficient computation in imaging systems, and highly novel imaging system design.
IEEE Transactions on Computational Imaging将发表计算在图像形成过程中发挥重要作用的文章。论文将涵盖计算成像的所有领域，从基本的理论方法到最新的创新计算成像系统设计。感兴趣的主题将包括先进的算法和数学技术、基于模型的数据反演、从稀疏和不完整数据中恢复图像和信号的方法、图像数据的非传统感测技术、从成像传感器获取和提取动态信息的方法、成像系统中有效计算的软件和硬件以及高度新颖的成像系统设计。
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2893568
Regularization by Denoising: Clarifications and New Interpretations
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2880326
Physics-Based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2905434
Performance Analysis of Plug-and-Play ADMM: A Graph Signal Processing Perspective
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2892123
Solving Inverse Computational Imaging Problems Using Deep Pixel-Level Prior
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2882698
Multilevel Features Convolutional Neural Network for Multifocus Image Fusion
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2889959
X-Ray Ghost-Tomography: Artefacts, Dose Distribution, and Mask Considerations
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2880337
Panoramic Robust PCA for Foreground–Background Separation on Noisy, Free-Motion Camera Video
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2891389
Manifold Recovery Using Kernel Low-Rank Regularization: Application to Dynamic Imaging
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2893598
Face Detection and Verification Using Lensless Cameras
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2889933
Monotone FISTA With Variable Acceleration for Compressed Sensing Magnetic Resonance Imaging
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2882681
Spectral CT Reconstruction—ASSIST: Aided by Self-Similarity in Image-Spectral Tensors
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2904207
A Physical Model of Nonstationary Blur in Ultrasound Imaging
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2897951
Four-Dimensional Tomographic Reconstruction by Time Domain Decomposition
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2898088
Joint SAR Imaging and Multi-Feature Decomposition From 2-D Under-Sampled Data Via Low-Rankness Plus Sparsity Priors
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2881530
PET Image Deblurring and Super-Resolution With an MR-Based Joint Entropy Prior
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2913287
A Sequential Block-Structured Dictionary Learning Algorithm for Block Sparse Representations
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2884809
A Generalized Phase Gradient Autofocus Algorithm
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2899453
Mixed Integer Programming For Sparse Coding: Application to Image Denoising
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2896790
Deep Spatial–Spectral Representation Learning for Hyperspectral Image Denoising
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2911881
Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2887136
Robust Beam Hardening Artifacts Reduction for Computed Tomography Using Spectrum Modeling
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2884479
Various Compressed Sensing Setups Evaluated Against Shannon Sampling Under Constraint of Constant Illumination
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2894950
Sensing Matrix Design via Capacity Maximization for Block Compressive Sensing Applications
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2884291
Gradient-Based Source Mask Optimization for Extreme Ultraviolet Lithography
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2880342
Efficient Dynamic Parallel MRI Reconstruction for the Low-Rank Plus Sparse Model
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2882089
Spectral Zooming and Resolution Limits of Spatial Spectral Compressive Spectral Imagers
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2893596
A Vignetting Model for Light Field Cameras With an Application to Light Field Microscopy
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2911856
Robust Photometric Stereo via Dictionary Learning
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2864882
Accurate Multi-Material Decomposition in Dual-Energy CT: A Phantom Study
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2909192
Undersampled Dynamic X-Ray Tomography With Dimension Reduction Kalman Filter
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2896527
Beyond Binomial and Negative Binomial: Adaptation in Bernoulli Parameter Estimation
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2913108
Image Restoration and Reconstruction using Targeted Plug-and-Play Priors
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2914773
Model-Based Iterative Reconstruction for One-Sided Ultrasonic Nondestructive Evaluation
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2883218
On the Fusion of Energy Resolved Scatter and Attenuation Data for Limited-View X-Ray Materials Characterization With Application to Security Screening
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2909858
Analysis of the Use of Unmatched Backward Operators in Iterative Image Reconstruction With Application to Three-Dimensional Optoacoustic Tomography
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2895217
Multiresolution Cube Propagation for 3-D Ultrasound Image Reconstruction
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2891392
TransCut2: Transparent Object Segmentation From a Light-Field Image
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2893820
An FPGA-Based Autofocusing Hardware Architecture for Digital Holography
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2892810
Graph and Rank Regularized Matrix Recovery for Snapshot Spectral Image Demosaicing
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2888989
Generating High-Resolution Image and Depth Map Using a Camera Array With Mixed Focal Lengths
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2871391
3-D Level Set Method for Joint Contrast and Shape Recovery in Microwave Imaging
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2879403
Deep Visual Sharing With Colorblind
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2908291
Scene Estimation From a Swiped Image
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2913105
Error-Splitting Forward Model for Iterative Reconstruction in X-Ray Computed Tomography and Application With Gauss–Markov–Potts Prior
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2885432
Multiple-Input–Multiple-Output (MIMO) MRI: Combining Parallel Excitation and Parallel Reception for Enhanced Imaging
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2904882
Unified Image Fusion Framework With Learning-Based Application-Adaptive Importance Measure
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2018.2879021
High Bit-Depth Image Acquisition Framework Using Embedded Quantization Bias
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2903423
Physics-Based Regularizer for Joint Soft Segmentation and Reconstruction of Electron Microscopy Images of Polycrystalline Microstructures
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2899499
A Hardware Realization of Superresolution Combining Random Coding and Blurring
来源期刊：IEEE Transactions on Computational ImagingDOI：10.1109/TCI.2019.2907187
