Bihan Wen

Neurocomputing, April, 2023

Physics-Driven Machine Learning for Computational Imaging: Part 2 [From the Guest Editors].

[BibT_eX]

[DOI]

Zhizhen Zhao

Raja Giryes

Jong Chul Ye

IEEE Signal Process. Mag., March, 2023

DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2023

Learning to Solve Multiple-TSP With Time Window and Rejections via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., January, 2023

Purifying Low-Light Images via Near-Infrared Enlightened Image.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling on-the-Fly for Moving Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Graph Neural Networks With Triple Attention for Few-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Prototype Correction via Contrastive Augmentation for Few-Shot Unconstrained Palmprint Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling.

[BibT_eX]

[DOI]

Zhiyuan Zha

Xin Yuan

Jiantao Zhou

Ce Zhu

IEEE Signal Process. Mag., 2023

Physics-Driven Machine Learning for Computational Imaging [From the Guest Editor].

[BibT_eX]

[DOI]

Zhizhen Zhao

Raja Giryes

Jong Chul Ye

IEEE Signal Process. Mag., 2023

Frequency Convergence of Complexon Shift Operators (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2023

ShadowFormer: Global Context Helps Image Shadow Removal.

[BibT_eX]

[DOI]

CoRR, 2023

Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes.

[BibT_eX]

[DOI]

Satoshi Tsutsui

Winnie Pang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

No Matter Small or Big Lip Motion: DeepFake Detection with Regularized Feature Learning on Semantic Information.

[BibT_eX]

[DOI]

Zhiyuan Yang

Lap-Pui Chau

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Making Your First Choice: To Address Cold Start Problem in Medical Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 2023

Removing Image Artifacts From Scratched Lens Protectors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Deep Reinforcement Learning Based Unrolling Network for MRI Reconstruction.

[BibT_eX]

[DOI]

Chong Wang

Rongkai Zhang

Gabriel Maliakal

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Enhancing Low-Light Images Using Infrared Encoded Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

ExposureDiffusion: Learning to Expose for Low-light Image Enhancement.

[BibT_eX]

[DOI]

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

Boundary-Aware Divide and Conquer: A Diffusion-based Solution for Unsupervised Shadow Removal.

[BibT_eX]

[DOI]

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

Frequency Guidance Matters in Few-Shot Learning.

[BibT_eX]

[DOI]

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

Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Unsupervised Deep Digital Staining for Microscopic Cell Images via Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Benchmarking White Blood Cell Classification under Domain Shift.

[BibT_eX]

[DOI]

Satoshi Tsutsui

Zhengyang Su

Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Adversarially Robust Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Denoising Diffusion Models for Plug-and-Play Image Restoration.

[BibT_eX]

[DOI]

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

Raw Image Reconstruction with Learned Compact Metadata.

[BibT_eX]

[DOI]

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

ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal.

[BibT_eX]

[DOI]

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

sRGB Real Noise Synthesizing with Neighboring Correlation-Aware Noise Model.

[BibT_eX]

[DOI]

Zixuan Fu

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

Deep-learning-based X-ray CT Slice Analysis for Layout Verification in Printed Circuit Boards.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

ShadowFormer: Global Context Helps Shadow Removal.

[BibT_eX]

[DOI]

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

2022

A Hybrid Structural Sparsification Error Model for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Variational Disentanglement for Domain Generalization.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Exploiting Non-Local Priors via Self-Convolution for Highly-Efficient Image Restoration.

[BibT_eX]

[DOI]

Zhiyuan Zha

IEEE Trans. Image Process., 2022

A Unified Framework for Bidirectional Prototype Learning From Contaminated Faces Across Heterogeneous Domains.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Make Web3.0 Connected.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2022

Nonconvex Structural Sparsity Residual Constraint for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Site Selection via Learning Graph Convolutional Neural Networks: A Case Study of Singapore.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Targeted Universal Adversarial Examples for Remote Sensing.

[BibT_eX]

[DOI]

Tao Bai

Hao Wang

Remote. Sens., 2022

Making Your First Choice: To Address Cold Start Problem in Vision Active Learning.

[BibT_eX]

[DOI]

CoRR, 2022

ABCDE: An Agent-Based Cognitive Development Environment.

[BibT_eX]

[DOI]

CoRR, 2022

Enhancing Low-Light Images in Real World via Cross-Image Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2022

RE2L: A Real-World Dataset for Outdoor Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

Attentive Graph Neural Networks for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022

REPNP: Plug-and-Play with Deep Reinforcement Learning Prior for Robust Image Restoration.

[BibT_eX]

[DOI]

Chong Wang

Rongkai Zhang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Feature Augmentation Learning for Few-Shot Palmprint Image Recognition With Unconstrained Acquisition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Parameter-Free Style Projection for Arbitrary Image Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

DVS-Voltmeter: Stochastic Process-Based Event Simulator for Dynamic Vision Sensors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

PIP: Physical Interaction Prediction via Mental Simulation with Span Selection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Triply Complementary Priors for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per Person.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

FINO: Flow-based Joint Image and Noise Model.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Purification through Representation Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2021

PIP: Physical Interaction Prediction via Mental Imagery with Span Selection.

[BibT_eX]

[DOI]

CoRR, 2021

Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification.

[BibT_eX]

[DOI]

Hao Cheng

Kim-Hui Yap

CoRR, 2021

Systematic Analysis and Removal of Circular Artifacts for StyleGAN.

[BibT_eX]

[DOI]

Way Tan

Xulei Yang

CoRR, 2021

Joint Dimensionality Reduction for Separable Embedding Estimation.

[BibT_eX]

[DOI]

CoRR, 2021

ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Recent Advances in Adversarial Training for Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Disentangling Prototype and Variation for Single Sample Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Low-Rank Regularized Joint Sparsity for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Systematic Analysis of Circular Artifacts for Stylegan.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Labmat: Learned Feature-Domain Block Matching For Image Restoration.

[BibT_eX]

[DOI]

Shijun Liang

Berk Iskender

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Joint Anomaly Detection and Inpainting for Microscopy Images Via Deep Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Multi-Scale Feature Guided Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

R3L: Connecting Deep Reinforcement Learning To Recurrent Neural Networks For Image Denoising Via Residual Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Learning Sparsifying Transforms for Image Reconstruction in Electrical Impedance Tomography.

[BibT_eX]

[DOI]

Kaiyi Yang

Narong Borijindargoon

Boon Poh Ng

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration.

[BibT_eX]

[DOI]

Zhiyuan Zha

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Image Restoration via Simultaneous Nonlocal Self-Similarity Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Image Restoration Using Joint Patch-Group-Based Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Image Recovery via Transform Learning and Low-Rank Modeling: The Power of Complementary Regularizers.

[BibT_eX]

[DOI]

Yanjun Li

IEEE Trans. Image Process., 2020

Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Transform Learning for Magnetic Resonance Image Reconstruction: From Model-Based Learning to Building Neural Networks.

[BibT_eX]

[DOI]

Luke Pfister

IEEE Signal Process. Mag., 2020

HyperService: Interoperability and Programmability Across Heterogeneous Blockchains.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2020

Feature Distillation With Guided Adversarial Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2020

A Set-Theoretic Study of the Relationships of Image Models and Priors for Restoration Problems.

[BibT_eX]

[DOI]

CoRR, 2020

Generating Person Images with Appearance-aware Pose Stylizer.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Removing Backdoor-Based Watermarks in Neural Networks with Limited Data.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

The Power Of Triply Complementary Priors For Image Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Joint Statistical and Spatial Sparse Representation for Robust Image and Image-Set Classification.

[BibT_eX]

[DOI]

Hao Cheng

Proceedings of the IEEE International Conference on Image Processing, 2020

A Hybrid Structural Sparse Error Model for Image Deblocking.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

VIDOSAT: High-Dimensional Sparsifying Transform Learning for Online Video Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Segmentation-Aware Image Denoising without Knowing True Segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

A Novel Framework for 3D-2D Vertebra Matching.

[BibT_eX]

[DOI]

Thenkurussi Kesavadas

Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Simultaneous Nonlocal Self-Similarity Prior for Image Denoising.

[BibT_eX]

[DOI]

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

A Comparative Study for the Nuclear Norms Minimization Methods.

[BibT_eX]

[DOI]

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

2018

Adaptive nonlocal and structured sparse signal modeling and applications

[BibT_eX]

[DOI]

PhD thesis, 2018

The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling.

[BibT_eX]

[DOI]

Yanjun Li

CoRR, 2018

Non-Local Recurrent Network for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

When Smart Signal Processing Meets Smart Imaging.

[BibT_eX]

[DOI]

Guan-Ming Su

Proceedings of the Smart Multimedia - First International Conference, 2018

Transim: Transfer Image Local Statistics Across EOTFS for HDR Image Applications.

[BibT_eX]

[DOI]

Guan-Ming Su

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Deepcasd: An End-to-End Approach for Multi-Spectral Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Joint Patch-Group Based Sparse Representation for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2017

Joint Adaptive Sparsity and Low-Rankness on the Fly: An Online Tensor Reconstruction Scheme for Video Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

When sparsity meets low-rankness: Transform learning with non-local low-rank constraint for image restoration.

[BibT_eX]

[DOI]

Yanjun Li

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Robust Single Image Super-Resolution via Deep Networks With Sparse Prior.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Revisiting copy-move forgery detection by considering realistic image with similar but genuine objects.

[BibT_eX]

[DOI]

CoRR, 2016

Machine Learning Techniques and Applications For Ground-based Image Analysis.

[BibT_eX]

[DOI]

CoRR, 2016

COVERAGE - A novel database for copy-move forgery detection.

[BibT_eX]

[DOI]

Ye Zhu

Ramanathan Subramanian

Tian-Tsong Ng

Xuanjing Shen

Stefan Winkler

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Learning flipping and rotation invariant sparsifying transforms.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Online Sparsifying Transform Learning - Part I: Algorithms.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Structured Overcomplete Sparsifying Transform Learning with Convergence Guarantees and Applications.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications.

[BibT_eX]

[DOI]

CoRR, 2015

Video denoising by online 3D sparsifying transform learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Learning overcomplete sparsifying transforms with block cosparsity.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Online sparsifying transform learning for signal processing.

[BibT_eX]

[DOI]