2025
Image shadow removal via multi-scale deep Retinex decomposition.
Pattern Recognit., 2025
2024
Deep Single Image Defocus Deblurring via Gaussian Kernel Mixture Learning.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
3D Snapshot: Invertible Embedding of 3D Neural Representations in a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Text-Guided Portrait Image Matting.
IEEE Trans. Artif. Intell., August, 2024
Enhancing texture representation with deep tracing pattern encoding.
Pattern Recognit., February, 2024
Image Smoothing via Multiscale Global Perception.
IEEE Signal Process. Lett., 2024
Siamese Cooperative Learning for Unsupervised Image Reconstruction From Incomplete Measurements.
IEEE Trans. Pattern Anal. Mach. Intell., 2024
Enhanced deep unrolling networks for snapshot compressive hyperspectral imaging.
Neural Networks, 2024
No-Reference Image Quality Assessment Using Local Binary Patterns: A Comprehensive Performance Evaluation.
Proceedings of the 3rd Workshop on Quality of Experience in Visual Multimedia Applications, 2024
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Highly Efficient No-reference 4K Video Quality Assessment with Full-Pixel Covering Sampling and Training Strategy.
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.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Image Desnowing via Deep Invertible Separation.
IEEE Trans. Circuits Syst. Video Technol., July, 2023
Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning.
IEEE Trans. Circuits Syst. Video Technol., February, 2023
Video Noise Removal Using Progressive Decomposition With Conditional Invertibility.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Single Image Defocus Deblurring via Implicit Neural Inverse Kernels.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Fingerprinting Deep Image Restoration Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Deep Video Demoiréing via Compact Invertible Dyadic Decomposition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Neumann Network with Recursive Kernels for Single Image Defocus Deblurring.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Ground-Truth Free Meta-Learning for Deep Compressive Sampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Unsupervised Phase Retrieval Using Deep Approximate MMSE Estimation.
IEEE Trans. Signal Process., 2022
Nonblind Image Deblurring via Deep Learning in Complex Field.
IEEE Trans. Neural Networks Learn. Syst., 2022
Recurrent Exposure Generation for Low-Light Face Detection.
IEEE Trans. Multim., 2022
Unsupervised Deep Background Matting Using Deep Matte Prior.
IEEE Trans. Circuits Syst. Video Technol., 2022
Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors.
IEEE Trans. Circuits Syst. Video Technol., 2022
Unsupervised knowledge transfer for nonblind image deconvolution.
Pattern Recognit. Lett., 2022
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network.
Int. J. Comput. Vis., 2022
Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction.
CoRR, 2022
No-Reference Image Quality Assessment Using Dynamic Complex-Valued Neural Model.
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.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
High-Quality Self-Supervised Snapshot Hyperspectral Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2022
Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging.
Proceedings of the Computer Vision - ECCV 2022, 2022
Learning Deep Non-blind Image Deconvolution Without Ground Truths.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Watermarking Deep Neural Networks in Image Processing.
IEEE Trans. Neural Networks Learn. Syst., 2021
Image Quality Assessment Using Kernel Sparse Coding.
IEEE Trans. Multim., 2021
Factorized Tensor Dictionary Learning for Visual Tensor Data Completion.
IEEE Trans. Multim., 2021
Multi-View 3D Shape Recognition via Correspondence-Aware Deep Learning.
IEEE Trans. Image Process., 2021
Structure-Texture Image Decomposition Using Discriminative Patch Recurrence.
IEEE Trans. Image Process., 2021
Image denoising using complex-valued deep CNN.
Pattern Recognit., 2021
Attentive deep network for blind motion deblurring on dynamic scenes.
Comput. Vis. Image Underst., 2021
Encoding Spatial Distribution of Convolutional Features for Texture Representation.
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.
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.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
IEEE Trans. Image Process., 2020
Image Denoising via Sequential Ensemble Learning.
IEEE Trans. Image Process., 2020
Collaborative Deep Learning for Super-Resolving Blurry Text Images.
IEEE Trans. Computational Imaging, 2020
Removing Reflection From a Single Image With Ghosting Effect.
IEEE Trans. Computational Imaging, 2020
Weakly-Supervised Sparse Coding With Geometric Prior for Interactive Texture Segmentation.
IEEE Signal Process. Lett., 2020
Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence.
SIAM J. Imaging Sci., 2020
Full-reference image quality metric for blurry images and compressed images using hybrid dictionary learning.
Neural Comput. Appl., 2020
Deep Bilateral Retinex for Low-Light Image Enhancement.
CoRR, 2020
Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing.
Proceedings of the Computer Vision - ECCV 2020, 2020
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring.
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.
IEEE Trans. Cybern., 2019
Supervised Sparse Coding With Decision Forest.
IEEE Signal Process. Lett., 2019
Barzilai-Borwein-based adaptive learning rate for deep learning.
Pattern Recognit. Lett., 2019
Exploiting label consistency in structured sparse representation for classification.
Neural Comput. Appl., 2019
Attention with structure regularization for action recognition.
Comput. Vis. Image Underst., 2019
Deeply Exploiting Long-Term View Dependency for 3D Shape Recognition.
IEEE Access, 2019
Multi-view Rank Pooling for 3D Object Recognition*.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Deep Learning for Seeing Through Window With Raindrops.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Sparse coding and dictionary learning with class-specific group sparsity.
Neural Comput. Appl., 2018
Image Cartoon-Texture Decomposition Using Isotropic Patch Recurrence.
CoRR, 2018
2017
Image-based action recognition using hint-enhanced deep neural networks.
Neurocomputing, 2017
Spatiotemporal lacunarity spectrum for dynamic texture classification.
Comput. Vis. Image Underst., 2017
Estimating Defocus Blur via Rank of Local Patches.
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
Supervised dictionary learning with multiple classifier integration.
Pattern Recognit., 2016
Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Sparse Coding for Classification via Discrimination Ensemble.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Directional regularity for visual quality estimation.
Signal Process., 2015
Classifying dynamic textures via spatiotemporal fractal analysis.
Pattern Recognit., 2015
Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery.
J. Sci. Comput., 2015
Discriminative structured dictionary learning with hierarchical group sparsity.
Comput. Vis. Image Underst., 2015
Characterizing dynamic textures with space-time lacunarity analysis.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Structured Sparse Coding for Classification via Reweighted l 2, 1 Minimization.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015
2014
Reduced reference image quality assessment using regularity of phase congruency.
Signal Process. Image Commun., 2014
A distinct and compact texture descriptor.
Image Vis. Comput., 2014
A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding.
Proceedings of the Computer Vision - ECCV 2014, 2014
Lacunarity Analysis on Image Patterns for Texture Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
An Effective Method of 1-D Bar Code Image Identification.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013
2012
Contour-based recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Dynamic texture classification using dynamic fractal analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2011