Yi Zhang

Orcid: 0000-0001-7201-2092

Affiliations:
  • Sichuan University, School of Computer Science, Chengdu, China (PhD 2012)


According to our database1, Yi Zhang authored at least 141 papers between 2011 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Gradient-Guided Network With Fourier Enhancement for Glioma Segmentation in Multimodal 3D MRI.
IEEE J. Biomed. Health Informatics, November, 2024

Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction.
J. Sci. Comput., October, 2024

Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification.
Int. J. Comput. Vis., October, 2024

PaIaNet: position-aware and identification-aware network for low-light salient object detection.
Int. J. Mach. Learn. Cybern., March, 2024

Evidence-based uncertainty-aware semi-supervised medical image segmentation.
Comput. Biol. Medicine, March, 2024

CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization.
IEEE Trans. Medical Imaging, February, 2024

Salient Object Detection Toward Single-Pixel Imaging.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

Progressive dual-domain-transfer cycleGAN for unsupervised MRI reconstruction.
Neurocomputing, January, 2024

Self-Supervised Content-Consistent Contrast Enhancement Framework for Ultrafast Plane-Wave Imaging.
IEEE Trans. Instrum. Meas., 2024

FAM-Former: Global Transformer and Feature Aggregation Module for Knee MRI Age Estimation.
IEEE Trans. Instrum. Meas., 2024

A Dual-Level Cancelable Framework for Palmprint Verification and Hack-Proof Data Storage.
IEEE Trans. Inf. Forensics Secur., 2024

Salient object detection in low-light RGB-T scene via spatial-frequency cues mining.
Neural Networks, 2024

Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation.
CoRR, 2024

Trustworthy Hate Speech Detection Through Visual Augmentation.
CoRR, 2024

Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding.
CoRR, 2024

Multiple organ segmentation framework for brain metastasis radiotherapy.
Comput. Biol. Medicine, 2024

PRX-Change: Enhancing remote sensing change detection through progressive feature refinement and Cross-Attention interaction.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Data Currency Quality Assessment Based on Multi-sensor.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Point, Segment and Count: A Generalized Framework for Object Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
DHI-GAN: Improving Dental-Based Human Identification Using Generative Adversarial Networks.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Dynamic Corrected Split Federated Learning With Homomorphic Encryption for U-Shaped Medical Image Networks.
IEEE J. Biomed. Health Informatics, December, 2023

SemiMAR: Semi-Supervised Learning for CT Metal Artifact Reduction.
IEEE J. Biomed. Health Informatics, November, 2023

Blind Image Quality Assessment via Deep Response Feature Decomposition and Aggregation.
IEEE J. Sel. Top. Signal Process., November, 2023

Transformer guidance dual-stream network for salient object detection in optical remote sensing images.
Neural Comput. Appl., August, 2023

Speckle denoising of optical coherence tomography image using residual encoder-decoder CycleGAN.
Signal Image Video Process., June, 2023

MLF-IOSC: Multi-Level Fusion Network With Independent Operation Search Cell for Low-Dose CT Denoising.
IEEE Trans. Medical Imaging, April, 2023

M<sub>3</sub>NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising.
IEEE Trans. Medical Imaging, March, 2023

Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey.
IEEE Signal Process. Mag., March, 2023

Cross-database attack of different coding-based palmprint templates.
Knowl. Based Syst., March, 2023

Deep Label Prior: Pre-Training-Free Salient Object Detection Network Based on Label Learning.
IEEE Trans. Multim., 2023

Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling on-the-Fly for Moving Object Detection.
IEEE Trans. Multim., 2023

DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT Reconstruction.
IEEE J. Biomed. Health Informatics, 2023

CO<sub>3</sub>Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition.
IEEE Trans. Instrum. Meas., 2023

TIME-Net: Transformer-Integrated Multi-Encoder Network for limited-angle artifact removal in dual-energy CBCT.
Medical Image Anal., 2023

Energizing Federated Learning via Filter-Aware Attention.
CoRR, 2023

Privacy-Preserving Encrypted Low-Dose CT Denoising.
CoRR, 2023

Iterative Reconstruction Based on Latent Diffusion Model for Sparse Data Reconstruction.
CoRR, 2023

Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond.
CoRR, 2023

PET Image Denoising with Score-Based Diffusion Probabilistic Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

FreeSeed: Frequency-Band-Aware and Self-guided Network for Sparse-View CT Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

ASCON: Anatomy-Aware Supervised Contrastive Learning Framework for Low-Dose CT Denoising.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Robust Prototype-Free Retrieval Method for Automatic Check-Out.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

Dynamic Focus Mechanism-Based Dual-Domain Reconstruction Network for Accelerated MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

EVIL: Evidential Inference Learning for Trustworthy Semi-Supervised Medical Image Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Stay In The Middle: A Semi-Supervised Model for CT Metal Artifact Reduction.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction.
IEEE Trans. Medical Imaging, 2022

PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT.
IEEE J. Biomed. Health Informatics, 2022

DU-GAN: Generative Adversarial Networks With Dual-Domain U-Net-Based Discriminators for Low-Dose CT Denoising.
IEEE Trans. Instrum. Meas., 2022

NFANet: A Novel Method for Weakly Supervised Water Extraction From High-Resolution Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

LDP-Net: An Unsupervised Pansharpening Network Based on Learnable Degradation Processes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Attention-Based Octave Network for Hyperspectral Image Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A fine-grained network for human identification using panoramic dental images.
Patterns, 2022

Salient object detection in low-light images via functional optimization-inspired feature polishing.
Knowl. Based Syst., 2022

Robust Split Federated Learning for U-shaped Medical Image Networks.
CoRR, 2022

Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging.
CoRR, 2022

Synergizing Physics/Model-based and Data-driven Methods for Low-Dose CT.
CoRR, 2022

A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Leaders: Learnable Deep Radial Subsampling for Mri Reconstruction.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Unsupervised PET Reconstruction from a Bayesian Perspective.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Low-Dose CT Denoising via Neural Architecture Search.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Depth Completion Using Geometry-Aware Embedding.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging.
IEEE Trans. Medical Imaging, 2021

MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging, 2021

CT Reconstruction With PDF: Parameter-Dependent Framework for Data From Multiple Geometries and Dose Levels.
IEEE Trans. Medical Imaging, 2021

LCANet: Learnable Connected Attention Network for Human Identification Using Dental Images.
IEEE Trans. Medical Imaging, 2021

Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
IEEE Trans. Medical Imaging, 2021

CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction.
IEEE Trans. Computational Imaging, 2021

PGM-face: Pose-guided margin loss for cross-pose face recognition.
Neurocomputing, 2021

Identity-and-pose-guided generative adversarial network for face rotation.
Neurocomputing, 2021

Disentangled generative adversarial network for low-dose CT.
EURASIP J. Adv. Signal Process., 2021

PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information.
CoRR, 2021

IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction.
CoRR, 2021

MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising.
CoRR, 2021

DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction.
CoRR, 2021

RGB-D Salient Object Detection via 3D Convolutional Neural Networks.
CoRR, 2021

ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems.
Appl. Soft Comput., 2021

Heterogeneous Face Recognition with Attention-guided Feature Disentangling.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

One Network to Solve Them All: A Sequential Multi-task Joint Learning Network Framework for MR Imaging Pipeline.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Ct Reconstruction With Pdf: Parameter-Dependent Framework For Multiple Scanning Geometries And Dose Levels.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Fourth- Order Nonlocal Tensor Decomposition Model For Spectral Computed Tomography.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Vehicle Flow Detection Based on Improved Deep Structure and Deep Sort.
Proceedings of the ICMIP 2021: 6th International Conference on Multimedia and Image Processing, Zhuhai, China, 8 January, 2021, 2021

Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing Imagery.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE).
IEEE Trans. Medical Imaging, 2020

Residual Encoder-Decoder Conditional Generative Adversarial Network for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2020

Early Diagnosis of Carotid Stenosis by Ultrasound Doppler Investigations: A Classification Method for the Hemodynamic Parameter.
Inf., 2020

Learning from discrete Gaussian label distribution and spatial channel-aware residual attention for head pose estimation.
Neurocomputing, 2020

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT.
CoRR, 2020

CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels.
CoRR, 2020

Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model.
CoRR, 2020

Disentanglement Network for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

MMSSD: Multi-scale and Multi-level Single Shot Detector for Brain Metastases Detection.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction.
IEEE Trans. Medical Imaging, 2019

Spectral CT Reconstruction - ASSIST: Aided by Self-Similarity in Image-Spectral Tensors.
IEEE Trans. Computational Imaging, 2019

Visual Attention Network for Low-Dose CT.
IEEE Signal Process. Lett., 2019

Denoising of 3D magnetic resonance images using a residual encoder-decoder Wasserstein generative adversarial network.
Medical Image Anal., 2019

Robust Ultrasound Multigate Blood Volume Flow Estimation.
J. Inf. Process. Syst., 2019

A Robust Automatic Ultrasound Spectral Envelope Estimation.
Inf., 2019

Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks.
Comput. Biol. Medicine, 2019

SSDC-DenseNet: A Cost-Effective End-to-End Spectral-Spatial Dual-Channel Dense Network for Hyperspectral Image Classification.
IEEE Access, 2019

Network Pruning for OCT Image Classification.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

Nonlocal Weighted Nuclear Norm Minimization based Sparse-Sampling CT Image Reconstruction.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Spectral Ct Reconstruction Via Self-Similarity In Image-Spectral Tensors.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Sparse-View Ct Reconstruction Via Convolutional Sparse Coding.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Generative Low-Dose CT Image Denoising.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss.
IEEE Trans. Medical Imaging, 2018

Correction for "3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2D Trained Network".
IEEE Trans. Medical Imaging, 2018

3-D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning From a 2-D Trained Network.
IEEE Trans. Medical Imaging, 2018

LEARN: Learned Experts' Assessment-Based Reconstruction Network for Sparse-Data CT.
IEEE Trans. Medical Imaging, 2018

Low-dose CT restoration via stacked sparse denoising autoencoders.
Neurocomputing, 2018

Low-Dose CT via Deep CNN with Skip Connection and Network in Network.
CoRR, 2018

Three-dimensional Optical Coherence Tomography Image Denoising via Multi-input Fully-Convolutional Networks.
CoRR, 2018

CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE).
CoRR, 2018

Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network.
CoRR, 2018

Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising.
CoRR, 2018

3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network.
CoRR, 2018

Fractional-Order Deep Backpropagation Neural Network.
Comput. Intell. Neurosci., 2018

NOWNUNM: Nonlocal Weighted Nuclear Norm Minimization for Sparse-Sampling CT Reconstruction.
IEEE Access, 2018

Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising.
IEEE Access, 2018

2017
Discriminative Feature Representation to Improve Projection Data Inconsistency for Low Dose CT Imaging.
IEEE Trans. Medical Imaging, 2017

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network.
IEEE Trans. Medical Imaging, 2017

Defense Against Chip Cloning Attacks Based on Fractional Hopfield Neural Networks.
Int. J. Neural Syst., 2017

Effective face landmark localization via single deep network.
CoRR, 2017

Learned Experts' Assessment-based Reconstruction Network ("LEARN") for Sparse-data CT.
CoRR, 2017

Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN).
CoRR, 2017

Low-dose CT denoising with convolutional neural network.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Spectral CT Reconstruction With Image Sparsity and Spectral Mean.
IEEE Trans. Computational Imaging, 2016

A texture image denoising approach based on fractional developmental mathematics.
Pattern Anal. Appl., 2016

Analysis of micro-Doppler signatures of vibration targets using EMD and SPWVD.
Neurocomputing, 2016

2015
Fractional Extreme Value Adaptive Training Method: Fractional Steepest Descent Approach.
IEEE Trans. Neural Networks Learn. Syst., 2015

Image Motion Restoration Using Fractional-Order Gradient Prior.
Informatica, 2015

Spectral CT reconstruction using image sparsity and spectral correlation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

On the spatial inhomogeneity of fingerprint minutiae: A regression approach.
Proceedings of the International Conference on Biometrics, 2015

2014
A homography transform based higher-order MRF model for stereo matching.
Pattern Recognit. Lett., 2014

2013
Action Recognition by Joint Spatial-Temporal Motion Feature.
J. Appl. Math., 2013

Few-view image reconstruction combining total variation and a high-order norm.
Int. J. Imaging Syst. Technol., 2013

A generative model for fingerprint minutiae.
Proceedings of the International Conference on Biometrics, 2013

2012
A novel noniterative metal artifact reduction method using coherence transport with fast marching in computed tomography.
Int. J. Imaging Syst. Technol., 2012

Improved DCT-Based Nonlocal Means Filter for MR Images Denoising.
Comput. Math. Methods Medicine, 2012

2011
Efficient CT Metal Artifact Reduction Based on Fractional-Order Curvature Diffusion.
Comput. Math. Methods Medicine, 2011


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