Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Multi-Channel and Multi-Model-Based Autoencoding Prior for Grayscale Image Restoration.

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[DOI]

IEEE Trans. Image Process., 2020

IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI.

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[DOI]

IEEE Trans. Computational Imaging, 2020

Progressive Colorization via Iterative Generative Models.

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[DOI]

IEEE Signal Process. Lett., 2020

A comparative study of CNN-based super-resolution methods in MRI reconstruction and its beyond.

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[DOI]

Signal Process. Image Commun., 2020

Iterative scheme-inspired network for impulse noise removal.

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[DOI]

Pattern Anal. Appl., 2020

Densely connected network for impulse noise removal.

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[DOI]

Pattern Anal. Appl., 2020

High-dimensional embedding network derived prior for compressive sensing MRI reconstruction.

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[DOI]

Medical Image Anal., 2020

Transformed denoising autoencoder prior for image restoration.

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[DOI]

J. Vis. Commun. Image Represent., 2020

Joint Intensity-Gradient Guided Generative Modeling for Colorization.

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[DOI]

CoRR, 2020

Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model.

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[DOI]

CoRR, 2020

Multi-Contrast Mr Reconstruction with Enhanced Denoising Autoencoder Prior Learning.

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[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

WpmDecolor: weighted projection maximum solver for contrast-preserving decolorization.

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[DOI]

Vis. Comput., 2019

Texture Variation Adaptive Image Denoising With Nonlocal PCA.

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[DOI]

IEEE Trans. Image Process., 2019

Multi-filters guided low-rank tensor coding for image inpainting.

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[DOI]

Signal Process. Image Commun., 2019

Accurate vessel extraction via tensor completion of background layer in X-ray coronary angiograms.

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[DOI]

Pattern Recognit., 2019

Bi-path network coupling for single image super-resolution.

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[DOI]

Multim. Tools Appl., 2019

VST-Net: Variance-stabilizing transformation inspired network for Poisson denoising.

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[DOI]

J. Vis. Commun. Image Represent., 2019

Variable augmented neural network for decolorization and multi-exposure fusion.

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[DOI]

Qiegen Liu

Henry Leung

Inf. Fusion, 2019

Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction.

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[DOI]

CoRR, 2019

Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction.

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[DOI]

CoRR, 2019

LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset.

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[DOI]

CoRR, 2019

Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning.

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[DOI]

CoRR, 2019

CRDN: Cascaded Residual Dense Networks for Dynamic MR Imaging with Edge-enhanced Loss Constraint.

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[DOI]

CoRR, 2019

Multi-Noise and Multi-Channel Derived Prior Information for Grayscale Image Restoration.

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[DOI]

IEEE Access, 2019

MSDF-Net: Multi-Scale Deep Fusion Network for Stroke Lesion Segmentation.

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[DOI]

IEEE Access, 2019

X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-Range Dependencies.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Model-Based Convolutional De-Aliasing Network Learning for Parallel MR Imaging.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Comparative Study of CNN-Based Super-Resolution Methods in MRI Reconstruction.

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[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

High-Dimensional Embedding Denoising Autoencoding Prior for Color Image Restoration.

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[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Network-Driven Prior Induced Bregman Model for Parallel MR Imaging.

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[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

CISI-net: Explicit Latent Content Inference and Imitated Style Rendering for Image Inpainting.

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[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Field-of-Experts Filters Guided Tensor Completion.

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[DOI]

IEEE Trans. Multim., 2018

Learning Joint-Sparse Codes for Calibration-Free Parallel MR Imaging.

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[DOI]

IEEE Trans. Medical Imaging, 2018

A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification.

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[DOI]

IEEE Trans. Biomed. Eng., 2018

Parametric ratio-based method for efficient contrast-preserving decolorization.

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[DOI]

Multim. Tools Appl., 2018

Gradient-based low rank method and its application in image inpainting.

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[DOI]

Multim. Tools Appl., 2018

Learning multi-denoising autoencoding priors for image super-resolution.

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J. Vis. Commun. Image Represent., 2018

MF-LRTC: Multi-filters guided low-rank tensor coding for image restoration.

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[DOI]

Neurocomputing, 2018

Detail-Preserving Image Denoising via Adaptive Clustering and Progressive PCA Thresholding.

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[DOI]

IEEE Access, 2018

Sparse-View CT Reconstruction via Robust and Multi-channels Autoencoding Priors.

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[DOI]

Proceedings of the ISICDM 2018: The 2nd International Symposium on Image Computing and Digital Medicine 2018, 2018

2017

Log-Euclidean Metrics for Contrast Preserving Decolorization.

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[DOI]

IEEE Trans. Image Process., 2017

Semiparametric Decolorization With Laplacian-Based Perceptual Quality Metric.

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[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

Extended RGB2Gray conversion model for efficient contrast preserving decolorization.

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[DOI]

Multim. Tools Appl., 2017

A two-stage parametric subspace model for efficient contrast-preserving decolorization.

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[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

A two-stage convolutional sparse prior model for image restoration.

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[DOI]

J. Vis. Commun. Image Represent., 2017

Sparse and dense hybrid representation via subspace modeling for dynamic MRI.

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[DOI]

Qiegen Liu

Shanshan Wang

Dong Liang

Comput. Medical Imaging Graph., 2017

Analysis-operator guided simultaneous tensor decomposition and completion.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

MF-LRTC: Multi-filters guided low-rank tensor coding for image restoration.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Synthesis-analysis deconvolutional network for compressed sensing.

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[DOI]

Qiegen Liu

Henry Leung

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Tensor-based descriptor for image registration via unsupervised network.

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[DOI]

Qiegen Liu

Henry Leung

Proceedings of the 20th International Conference on Information Fusion, 2017

Log-Euclidean metric for robust multi-modal deformable registration.

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[DOI]

Qiegen Liu

Henry Leung

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors.

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[DOI]

Jingfei He

Qiegen Liu

Anthony G. Christodoulou

Chao Ma

Fan Lam

Zhi-Pei Liang

IEEE Trans. Medical Imaging, 2016

Reference Information Based Remote Sensing Image Reconstruction with Generalized Nonconvex Low-Rank Approximation.

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[DOI]

Remote. Sens., 2016

A generalized relative total variation method for image smoothing.

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[DOI]

Multim. Tools Appl., 2016

A Dictionary Learning Method with Total Generalized Variation for MRI Reconstruction.

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[DOI]

Int. J. Biomed. Imaging, 2016

Efficient noise reduction for interferometric phase image via non-local non-convex low-rank regularisation.

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[DOI]

IET Signal Process., 2016

2015

GcsDecolor: Gradient Correlation Similarity for Efficient Contrast Preserving Decolorization.

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[DOI]

IEEE Trans. Image Process., 2015

Human mouth-state recognition based on learned discriminative dictionary and sparse representation combined with homotopy.

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[DOI]

Multim. Tools Appl., 2015

2014

A Weighted Two-Level Bregman Method with Dictionary Updating for Nonconvex MR Image Reconstruction.

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[DOI]

Int. J. Biomed. Imaging, 2014

A non-convex gradient fidelity-based variational model for image contrast enhancement.

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[DOI]

EURASIP J. Adv. Signal Process., 2014

Adaptive dictionary learning in sparse gradient domain for CT reconstruction.

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[DOI]

Qiegen Liu

Minghui Zhang

Jun Zhao

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Highly Undersampled Magnetic Resonance Image Reconstruction Using Two-Level Bregman Method With Dictionary Updating.

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[DOI]

IEEE Trans. Medical Imaging, 2013

Fenchel Duality Based Dictionary Learning for Restoration of Noisy Images.

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[DOI]

IEEE Trans. Image Process., 2013

Adaptive Dictionary Learning in Sparse Gradient Domain for Image Recovery.

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[DOI]

IEEE Trans. Image Process., 2013

Dictionary learning based impulse noise removal via L1-L1 minimization.

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[DOI]

Signal Process., 2013

Augmented Lagrangian-Based Sparse Representation Method with Dictionary Updating for Image Deblurring.

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[DOI]

SIAM J. Imaging Sci., 2013

Adaptive image decomposition via dictionary learning with stuctural incoherence.

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[DOI]

Qiegen Liu

Jianbo Liu

Dong Liang

Proceedings of the IEEE International Conference on Image Processing, 2013

SGTD: Structure Gradient and Texture Decorrelating Regularization for Image Decomposition.

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[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

An efficient augmented Lagrangian algorithm for graph regularized sparse coding in clustering.

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[DOI]

Qiegen Liu

Leslie Ying

Dong Liang

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Gabor feature based nonlocal means filter for textured image denoising.

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[DOI]

J. Vis. Commun. Image Represent., 2012

An augmented Lagrangian approach to general dictionary learning for image denoising.

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[DOI]

J. Vis. Commun. Image Represent., 2012

A novel predual dictionary learning algorithm.

[BibT_eX]

[DOI]

Qiegen Liu

Shanshan Wang

Jianhua Luo

J. Vis. Commun. Image Represent., 2012

A parameter-adaptive iterative regularization model for image denoising.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

High resolution magnetic resonance thermometry based on the partial separable function model.

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[DOI]

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011

An augmented Lagrangian multi-scale dictionary learning algorithm.

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[DOI]

EURASIP J. Adv. Signal Process., 2011

2009

MRI Reconstruction Based on Inverse Scale Space and Contourlet Thresholding.

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[DOI]

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Qiegen Liu

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