Zexuan Ji

Orcid: 0000-0003-1665-0270

According to our database1, Zexuan Ji authored at least 96 papers between 2009 and 2025.

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

Timeline

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Links

On csauthors.net:

Bibliography

2025
Shared Hybrid Attention Transformer network for colon polyp segmentation.
Neurocomputing, 2025

2024
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation.
IEEE Trans. Image Process., 2024

Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT.
Pattern Recognit., 2024

OCTA-500: A retinal dataset for optical coherence tomography angiography study.
Medical Image Anal., 2024

SAVE: Encoding spatial interactions for vision transformers.
Image Vis. Comput., 2024

Test-Time Generative Augmentation for Medical Image Segmentation.
CoRR, 2024

Progressive Group Convolution Fusion network for colon polyp segmentation.
Biomed. Signal Process. Control., 2024

2023
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.
IEEE J. Biomed. Health Informatics, May, 2023

Spatiotemporal consistent selection-correction network for deep interactive image segmentation.
Neural Comput. Appl., May, 2023

Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images".
IEEE Trans. Medical Imaging, 2023

CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Liver Segmentation via Learning Cross-Modality Content-Aware Representation.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images.
IEEE J. Biomed. Health Informatics, 2022

Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.
IEEE J. Biomed. Health Informatics, 2022

Multiview Graph Convolutional Hashing for Multisource Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett., 2022

MultiGAN: Multi-domain Image Translation from OCT to OCTA.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Unsupervised Medical Image Registration Based on Multi-scale Cascade Network.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

2021
Global Manifold Learning for Interactive Image Segmentation.
IEEE Trans. Multim., 2021

Interactive Image Segmentation Based on Label Pair Diffusion.
IEEE Trans. Ind. Informatics, 2021

Unsupervised Discriminative Deep Hashing With Locality and Globality Preservation.
IEEE Signal Process. Lett., 2021

Label group diffusion for image and image pair segmentation.
Pattern Recognit., 2021

An integrated time adaptive geographic atrophy prediction model for SD-OCT images.
Medical Image Anal., 2021

Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images.
Neurocomputing, 2021

Texture-Guided U-Net for OCT-to-OCTA Generation.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Deep Mixture of Adversarial Autoencoders Clustering Network.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT Images.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.
IEEE Trans. Medical Imaging, 2020

Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.
IEEE J. Biomed. Health Informatics, 2020

MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.
IEEE J. Biomed. Health Informatics, 2020

Error-tolerant label prior for interactive image segmentation.
Inf. Sci., 2020

Discriminant sub-dictionary learning with adaptive multiscale superpixel representation for hyperspectral image classification.
Neurocomputing, 2020

3D driver pose estimation based on joint 2D-3D network.
IET Comput. Vis., 2020

IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation.
CoRR, 2020

Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Superpixel-Based Framework for Noisy Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Supervised Multi-View Distributed Hashing.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge.
IEEE Trans. Medical Imaging, 2019

Probabilistic Diffusion for Interactive Image Segmentation.
IEEE Trans. Image Process., 2019

Geographic atrophy segmentation in SD-OCT images using synthesized fundus autofluorescence imaging.
Comput. Methods Programs Biomed., 2019

Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images.
Comput. Methods Programs Biomed., 2019

Automated geographic atrophy segmentation for SD-OCT images based on two-stage learning model.
Comput. Biol. Medicine, 2019

A Multi-Scale Deep Convolutional Neural Network For Joint Segmentation And Prediction Of Geographic Atrophy In SD-OCT Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Diffusive likelihood for interactive image segmentation.
Pattern Recognit., 2018

Global graph diffusion for interactive object extraction.
Inf. Sci., 2018

Mutually exclusive-KSVD: Learning a discriminative dictionary for hyperspectral image classification.
Neurocomputing, 2018

Fractional-order sparse representation for image denoising.
IEEE CAA J. Autom. Sinica, 2018

Automated and Robust Geographic Atrophy Segmentation for Time Series SD-OCT Images.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
A Novel Brain Tumor Segmentation from Multi-Modality MRI via A Level-Set-Based Model.
J. Signal Process. Syst., 2017

Robust noise region-based active contour model via local similarity factor for image segmentation.
Pattern Recognit., 2017

Collaborative probabilistic labels for face recognition from single sample per person.
Pattern Recognit., 2017

Fractional-Order Embedding Supervised Canonical Correlations Analysis with Applications to Feature Extraction and Recognition.
Neural Process. Lett., 2017

Dual structural consistency based multi-modal correlation propagation projections for data representation.
Multim. Tools Appl., 2017

Brain voxel classification in magnetic resonance images using niche differential evolution based Bayesian inference of variational mixture of Gaussians.
Neurocomputing, 2017

A robust modified Gaussian mixture model with rough set for image segmentation.
Neurocomputing, 2017

Robust generative asymmetric GMM for brain MR image segmentation.
Comput. Methods Programs Biomed., 2017

Reweighted Sparse Subspace Clustering Based on Fractional-Order Function.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

Interactive Image Segmentation via Pairwise Likelihood Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A fuzzy clustering with bounded spatial probability for image segmentation.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Reweighted Low Rank Representation Based on Fractional-Order Function.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Interactive Multilabel Image Segmentation via Robust Multilayer Graph Constraints.
IEEE Trans. Multim., 2016

Cost-sensitive dictionary learning for face recognition.
Pattern Recognit., 2016

Multi-layer graph constraints for interactive image segmentation via game theory.
Pattern Recognit., 2016

Kernel dictionary learning based discriminant analysis.
J. Vis. Commun. Image Represent., 2016

C<sup>2</sup>DMCP: View-consistent collaborative discriminative multiset correlation projection for data representation.
J. Vis. Commun. Image Represent., 2016

A spatially constrained generative asymmetric Gaussian mixture model for image segmentation.
J. Vis. Commun. Image Represent., 2016

Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images.
Inf. Sci., 2016

Brain MRI image segmentation based on learning local variational Gaussian mixture models.
Neurocomputing, 2016

Label propagation based on collaborative representation for face recognition.
Neurocomputing, 2016

2015
Image segmentation based on weighting boundary information via graph cut.
J. Vis. Commun. Image Represent., 2015

Active contours driven by local likelihood image fitting energy for image segmentation.
Inf. Sci., 2015

Combining pixel-level and patch-level information for segmentation.
Neurocomputing, 2015

A Spatially Constrained Asymmetric Gaussian Mixture Model for Image Segmentation.
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015

Local Variational Bayesian Inference Using Niche Differential Evolution for Brain Magnetic Resonance Image Segmentation.
Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

Sparse Discrimination based Multiset Canonical Correlation Analysis for Multi-Feature Fusion and Recognition.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Robust spatially constrained fuzzy c-means algorithm for brain MR image segmentation.
Pattern Recognit., 2014

Adaptive scale fuzzy local Gaussian mixture model for brain MR image segmentation.
Neurocomputing, 2014

Interval-valued possibilistic fuzzy C-means clustering algorithm.
Fuzzy Sets Syst., 2014

A fuzzy clustering algorithm with robust spatially constraint for brain MR image segmentation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

An extension Gaussian mixture model for brain MRI segmentation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012
Fuzzy Local Gaussian Mixture Model for Brain MR Image Segmentation.
IEEE Trans. Inf. Technol. Biomed., 2012

Generalized rough fuzzy c-means algorithm for brain MR image segmentation.
Comput. Methods Programs Biomed., 2012

Fuzzy c-means clustering with weighted image patch for image segmentation.
Appl. Soft Comput., 2012

A new method for noise estimation in single-band remote sensing images.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Brain MR Image Segmentation and Bias Field Correction through Class-K HMRF Model and EM Algorithm.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011
A modified possibilistic fuzzy c-means clustering algorithm for bias field estimation and segmentation of brain MR image.
Comput. Medical Imaging Graph., 2011

Local Gaussian Distribution Fitting Based FCM Algorithm for Brain MR Image Segmentation.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

2010
MR image segmentation and bias field estimation using coherent local and global intensity clustering.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009
A moment-based nonlocal-means algorithm for image denoising.
Inf. Process. Lett., 2009


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