Yitian Zhao

Orcid: 0000-0003-4357-4592

According to our database1, Yitian Zhao authored at least 141 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
3D Visual Saliency: An Independent Perceptual Measure or a Derivative of 2D Image Saliency?
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation.
IEEE Trans. Biomed. Eng., June, 2023

Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning.
IEEE Trans. Intell. Transp. Syst., March, 2023

Automatic choroid layer segmentation in OCT images via context efficient adaptive network.
Appl. Intell., March, 2023

Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks.
IEEE Trans. Medical Imaging, February, 2023

Guest Editorial Special Issue on Geometric Deep Learning in Medical Imaging.
IEEE Trans. Medical Imaging, February, 2023

3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation.
IEEE Trans. Multim., 2023

Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning.
Medical Image Anal., 2023

Deep metric learning with mirror attention and fine triplet loss for fundus image retrieval in ophthalmology.
Biomed. Signal Process. Control., 2023

Dual-Path and Multi-Scale Enhanced Attention Network for Retinal Diseases Classification Using Ultra-Wide-Field Images.
IEEE Access, 2023

Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Structure Constrained Diffusion Models for Pterygium Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation.
Proceedings of the Advances in Computer Graphics, 2023

2022
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.
IEEE Trans. Medical Imaging, 2022

Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation.
IEEE Trans. Medical Imaging, 2022

An Annotation-Free Restoration Network for Cataractous Fundus Images.
IEEE Trans. Medical Imaging, 2022

Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning.
IEEE Trans. Medical Imaging, 2022

Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT.
IEEE Trans. Medical Imaging, 2022

Explainable Diabetic Retinopathy Detection and Retinal Image Generation.
IEEE J. Biomed. Health Informatics, 2022

Multi-Scale Interactive Network With Artery/Vein Discriminator for Retinal Vessel Classification.
IEEE J. Biomed. Health Informatics, 2022

Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction.
IEEE J. Biomed. Health Informatics, 2022

Predicting myocardial infarction through retinal scans and minimal personal information.
Nat. Mach. Intell., 2022

3D vessel-like structure segmentation in medical images by an edge-reinforced network.
Medical Image Anal., 2022

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis.
Medical Image Anal., 2022

Unsupervised Multi-View CNN for Salient View Selection and 3D Interest Point Detection.
Int. J. Comput. Vis., 2022

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning.
CoRR, 2022

3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs.
CoRR, 2022

Counting with Adaptive Auxiliary Learning.
CoRR, 2022

Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

DeLashNet: A Deep Network for Eyelash Artifact Removal in Ultra-Wide-Field Fundus Images.
Proceedings of the 2022 The 5th International Conference on Control and Computer Vision, 2022

Spatial-Context-Aware Deep Neural Network for Multi-Class Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification.
Proceedings of the Advances in Computer Graphics, 2022

2021
Structure and Illumination Constrained GAN for Medical Image Enhancement.
IEEE Trans. Medical Imaging, 2021

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
IEEE Trans. Medical Imaging, 2021

A Miniaturized Active Thermography System to Inspect Composite Laminates.
IEEE Trans. Ind. Informatics, 2021

Understanding adversarial attacks on deep learning based medical image analysis systems.
Pattern Recognit., 2021

Interwoven texture-based description of interest points in images.
Pattern Recognit., 2021

CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging.
Medical Image Anal., 2021

Angle-closure assessment in anterior segment OCT images via deep learning.
Medical Image Anal., 2021

Weighing features of lung and heart regions for thoracic disease classification.
BMC Medical Imaging, 2021

A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support.
Artif. Intell. Medicine, 2021

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Memory-Assisted Dual-End Adaptation Network For Choroid Segmentation In Multi-Domain Optical Coherence Tomography.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning from Human Uncertainty by Choquet Integral for Optic Disc Segmentation.
Proceedings of the ICCCV 2021: 4th International Conference on Control and Computer Vision, Macau, SAR, China, August 13, 2021

Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy".
IEEE Trans. Medical Imaging, 2020

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.
IEEE Trans. Medical Imaging, 2020

Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease.
IEEE Trans. Medical Imaging, 2020

Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering.
IEEE Trans. Medical Imaging, 2020

Dense Dilated Network With Probability Regularized Walk for Vessel Detection.
IEEE Trans. Medical Imaging, 2020

Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning.
IEEE J. Biomed. Health Informatics, 2020

Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models.
IEEE J. Biomed. Health Informatics, 2020

Learning Euler's Elastica Model for Medical Image Segmentation.
CoRR, 2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
CoRR, 2020

Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences.
CoRR, 2020

Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation.
Artif. Intell. Medicine, 2020

A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity.
IEEE Access, 2020

Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Open-Set OCT Image Recognition with Synthetic Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Multi-scale U-net with Edge Guidance for Multimodal Retinal Image Deformable Registration.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Unsupervised Multi-view CNN for Salient View Selection of 3D Objects and Scenes.
Proceedings of the Computer Vision - ECCV 2020, 2020

Regression of Instance Boundary by Aggregated CNN and GCN.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2019

A mobilized automatic human body measure system using neural network.
Multim. Tools Appl., 2019

Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

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

Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Dictionary Learning Informed Deep Neural Network with Application to OCT Images.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

Pixel Reconstruction For Speckle Reduction In 3D Optical Coherence Tomography Of Retina.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

On the Application of Preaggregation Functions to Fuzzy Pattern Tree.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Speckle Reduction in Optical Coherence Tomography via Super-Resolution Reconstruction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Automated Iris Segmentation from Anterior Segment OCT Images with Occludable Angles via Local Phase Tensor.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Anterior Chamber Angles Classification in Anterior Segment OCT Images via Multi-Scale Regions Convolutional Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Automatic 2-D/3-D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter.
IEEE Trans. Medical Imaging, 2018

Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography.
J. Imaging, 2018

A Wavelet-Based Correlation Analysis Framework to Study Cerebromuscular Activity in Essential Tremor.
Complex., 2018

Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Retinal vascular topology estimation via dominant sets clustering.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Dominant-Set-Based Consensus For Fuzzy C-Means Clustering Ensemble.
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

Logistic Regression of Point Matches for Accurate Transformation Estimation.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Convex Hull Aided Registration Method (CHARM).
IEEE Trans. Vis. Comput. Graph., 2017

Intensity and Compactness Enabled Saliency Estimation for Leakage Detection in Diabetic and Malarial Retinopathy.
IEEE Trans. Medical Imaging, 2017

A compactness based saliency approach for leakages detection in fluorescein angiogram.
Int. J. Mach. Learn. Cybern., 2017

Satellite image resolution enhancement using discrete wavelet transform and new edge-directed interpolation.
J. Electronic Imaging, 2017

Saliency driven vasculature segmentation with infinite perimeter active contour model.
Neurocomputing, 2017

Tracking Nonlinear Correlation for Complex Dynamic Systems Using a Windowed Error Reduction Ratio Method.
Complex., 2017

Superpixel-Based Line Operator for Retinal Blood Vessel Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Cerebral vascular enhancement using a weighted 3D symmetry filter.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Fuzzy rough feature selection based on OWA aggregation of fuzzy relations.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Accurately estimating rigid transformations in registration using a boosting-inspired mechanism.
Pattern Recognit., 2016

Convex hull indexed Gaussian mixture model (CH-GMM) for 3D point set registration.
Pattern Recognit., 2016

Region-based saliency estimation for 3D shape analysis and understanding.
Neurocomputing, 2016

3-Points Convex Hull Matching (3PCHM) for fast and robust point set registration.
Neurocomputing, 2016

An edge detection method using outer Totalistic Cellular Automata.
Neurocomputing, 2016

2015
Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images.
IEEE Trans. Medical Imaging, 2015

2013
Detections and applications of saliency on 3D surfaces by using retinex theory.
PhD thesis, 2013

A 3D Simplification Method based on Dual Point Sampling.
J. Multim., 2013

Contrast-based surface saliency.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

3D Interest Points Detection Using Symmetric Surround-Based Surface Saliency.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Using Region-Based Saliency for 3D Interest Points Detection.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Patch based saliency detection method for 3D surface simplification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Extended non-local means filter for surface saliency detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Conditional random field-based mesh saliency.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A saliency detection based method for 3D surface simplification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Local and global point sampling for structured point cloud simplification.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

An Evaluation Method for Multiview Surface Reconstruction Algorithms.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011
A Retinex theory based point sampling method.
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

A Retinex theory based points sampling method for mesh simplification.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

MRF-based automatic image ordering and its application to mosaicing.
Proceedings of the IEEE International Conference on Acoustics, 2011


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