Yuhui Quan

Neural Networks, 2024

Highly Efficient No-reference 4K Video Quality Assessment with Full-Pixel Covering Sampling and Training Strategy.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Enhancing Underwater Images via Asymmetric Multi-Scale Invertible Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Unsupervised Deep Unrolling Networks for Phase Unwrapping.

[BibT_eX]

[DOI]

Zhile Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Image Desnowing via Deep Invertible Separation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., February, 2023

Video Noise Removal Using Progressive Decomposition With Conditional Invertibility.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Single Image Defocus Deblurring via Implicit Neural Inverse Kernels.

[BibT_eX]

[DOI]

Xin Yao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Fingerprinting Deep Image Restoration Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Video Demoiréing via Compact Invertible Dyadic Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neumann Network with Recursive Kernels for Single Image Defocus Deblurring.

[BibT_eX]

[DOI]

Zicong Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Ground-Truth Free Meta-Learning for Deep Compressive Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Unsupervised Phase Retrieval Using Deep Approximate MMSE Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Nonblind Image Deblurring via Deep Learning in Complex Field.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Recurrent Exposure Generation for Low-Light Face Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Unsupervised Deep Background Matting Using Deep Matte Prior.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Unsupervised knowledge transfer for nonblind image deconvolution.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2022

Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2022

No-Reference Image Quality Assessment Using Dynamic Complex-Valued Neural Model.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Deep Blind Image Quality Assessment Using Dual-Order Statistics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

High-Quality Self-Supervised Snapshot Hyperspectral Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Deep Non-blind Image Deconvolution Without Ground Truths.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Watermarking Deep Neural Networks in Image Processing.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Image Quality Assessment Using Kernel Sparse Coding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Factorized Tensor Dictionary Learning for Visual Tensor Data Completion.

[BibT_eX]

[DOI]

Ruotao Xu

IEEE Trans. Multim., 2021

Multi-View 3D Shape Recognition via Correspondence-Aware Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Structure-Texture Image Decomposition Using Discriminative Patch Recurrence.

[BibT_eX]

[DOI]

Ruotao Xu

IEEE Trans. Image Process., 2021

Image denoising using complex-valued deep CNN.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Attentive deep network for blind motion deblurring on dynamic scenes.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

Encoding Spatial Distribution of Convolutional Features for Texture Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Gaussian Kernel Mixture Network for Single Image Defocus Deblurring.

[BibT_eX]

[DOI]

Zicong Wu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Image Denoising via Sequential Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Collaborative Deep Learning for Super-Resolving Blurry Text Images.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Removing Reflection From a Single Image With Ghosting Effect.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Weakly-Supervised Sparse Coding With Geometric Prior for Interactive Texture Segmentation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2020

Full-reference image quality metric for blurry images and compressed images using hybrid dictionary learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Deep Bilateral Retinex for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

CoRR, 2020

Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing.

[BibT_eX]

[DOI]

Tongyao Pang

Proceedings of the Computer Vision - ECCV 2020, 2020

Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring.

[BibT_eX]

[DOI]

Yuesong Nan

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Supervised Sparse Coding With Decision Forest.

[BibT_eX]

[DOI]

Yan Huang

Tao Liu

IEEE Signal Process. Lett., 2019

Barzilai-Borwein-based adaptive learning rate for deep learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2019

Exploiting label consistency in structured sparse representation for classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Attention with structure regularization for action recognition.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2019

Deeply Exploiting Long-Term View Dependency for 3D Shape Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Multi-view Rank Pooling for 3D Object Recognition*.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Deep Learning for Seeing Through Window With Raindrops.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Sparse coding and dictionary learning with class-specific group sparsity.

[BibT_eX]

[DOI]

Jia Fu

Neural Comput. Appl., 2018

Image Cartoon-Texture Decomposition Using Isotropic Patch Recurrence.

[BibT_eX]

[DOI]

Ruotao Xu

CoRR, 2018

2017

Image-based action recognition using hint-enhanced deep neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Spatiotemporal lacunarity spectrum for dynamic texture classification.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2017

Estimating Defocus Blur via Rank of Local Patches.

[BibT_eX]

[DOI]

Guodong Xu

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Supervised dictionary learning with multiple classifier integration.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Sparse Coding for Classification via Discrimination Ensemble.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis.

[BibT_eX]

[DOI]

Chenglong Bao

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Directional regularity for visual quality estimation.

[BibT_eX]

[DOI]

Signal Process., 2015

Classifying dynamic textures via spatiotemporal fractal analysis.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery.

[BibT_eX]

[DOI]

Zuowei Shen

J. Sci. Comput., 2015

Discriminative structured dictionary learning with hierarchical group sparsity.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Characterizing dynamic textures with space-time lacunarity analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning.

[BibT_eX]

[DOI]

Yan Huang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Structured Sparse Coding for Classification via Reweighted l 2, 1 Minimization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014

Reduced reference image quality assessment using regularity of phase congruency.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2014

A distinct and compact texture descriptor.

[BibT_eX]

[DOI]

Image Vis. Comput., 2014

A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding.

[BibT_eX]

[DOI]

Chenglong Bao