Zexuan Ji

103 papers A* 1A 1B 4C 3Journal 70Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
LKCA-Net: Hybrid large kernel and clustering attention network for medical image segmentation.
Biomed. Signal Process. Control.
Zexuan Ji, Minxin Nie
2026 J jnl
ProSe: Decoupling knowledge via prototype-based selection for data-incremental object detection.
Expert Syst. Appl.
Zexuan Ji, Jian Zhang, Shule Yan
2026 J jnl
Test-time generative augmentation for medical image segmentation.
Medical Image Anal.
Xiao Ma, Yuhui Tao, Zetian Zhang, Yuhan Zhang, Xi Wang, Sheng Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen, Guang Yang
2025 J jnl
BDFormer: Boundary-aware dual-decoder transformer for skin lesion segmentation.
Artif. Intell. Medicine
Zexuan Ji, Yuxuan Ye, Xiao Ma
2025 J jnl
Shared Hybrid Attention Transformer network for colon polyp segmentation.
Neurocomputing
Zexuan Ji, Hao Qian, Xiao Ma
2024 J jnl
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.
CoRR
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
2024 J jnl
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption.
IEEE Trans. Emerg. Top. Comput. Intell.
Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
2024 J jnl
Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT.
Pattern Recognit.
Zexuan Ji, Xiao Ma, Theodore Leng, Daniel L. Rubin, Qiang Chen
2024 J jnl
OCTA-500: A retinal dataset for optical coherence tomography angiography study.
Medical Image Anal.
Mingchao Li, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
2024 J jnl
Progressive Group Convolution Fusion network for colon polyp segmentation.
Biomed. Signal Process. Control.
Zexuan Ji, Hao Qian, Xiao Ma
2024 J jnl
SAVE: Encoding spatial interactions for vision transformers.
Image Vis. Comput.
Xiao Ma, Zetian Zhang, Rong Yu, Zexuan Ji, Mingchao Li, Yuhan Zhang, Qiang Chen
2024 J jnl
Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation.
IEEE Trans. Image Process.
Zexuan Ji, Shunlong Ye, Xiao Ma
2024 J jnl
Test-Time Generative Augmentation for Medical Image Segmentation.
CoRR
Xiao Ma, Yuhui Tao, Yuhan Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen
2023 — conf
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
MICCAI (5)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
2023 J jnl
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
CoRR
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
2023 — conf
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images.
PRCV (13)
Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen
2023 J jnl
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images".
IEEE Trans. Medical Imaging
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
2023 J jnl
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
2023 — conf
Liver Segmentation via Learning Cross-Modality Content-Aware Representation.
PRCV (13)
Xingxiao Lin, Zexuan Ji
2023 J jnl
Spatiotemporal consistent selection-correction network for deep interactive image segmentation.
Neural Comput. Appl.
Yang Li, Tao Wang, Zexuan Ji, Peng Fu, Xiaobo Shen, Quansen Sun
2022 J jnl
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.
IEEE J. Biomed. Health Informatics
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
2022 J jnl
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
2022 — conf
MultiGAN: Multi-domain Image Translation from OCT to OCTA.
PRCV (2)
Bing Pan, Zexuan Ji, Qiang Chen
2022 J jnl
Multiview Graph Convolutional Hashing for Multisource Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Jian Gao, Xiaobo Shen, Peng Fu, Zexuan Ji, Tao Wang
2022 — conf
PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography.
PRCV (2)
Ao Chen, Xiao Ma, Qiang Chen, Zexuan Ji
2022 — conf
Unsupervised Medical Image Registration Based on Multi-scale Cascade Network.
PRCV (2)
Yuying Ge, Xiao Ma, Qiang Chen, Zexuan Ji
2021 J jnl
An integrated time adaptive geographic atrophy prediction model for SD-OCT images.
Medical Image Anal.
Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Songtao Yuan, Qiang Chen
2021 — conf
Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT Images.
ICIG (2)
Jiasen Ke, Zexuan Ji, Qiang Chen, Wen Fan, Songtao Yuan
2021 — conf
Deep Mixture of Adversarial Autoencoders Clustering Network.
PRCV (1)
Aofu Liu, Zexuan Ji
2021 — conf
Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation.
ACPR (2)
Sha Xie, Yuhan Zhang, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
2021 J jnl
Global Manifold Learning for Interactive Image Segmentation.
IEEE Trans. Multim.
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Peng Fu
2021 J jnl
Interactive Image Segmentation Based on Label Pair Diffusion.
IEEE Trans. Ind. Informatics
Tao Wang, Shengzhe Qi, Jian Yang, Zexuan Ji, Quansen Sun, Qi Ge
2021 J jnl
Label group diffusion for image and image pair segmentation.
Pattern Recognit.
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren, Qi Ge
2021 — conf
Texture-Guided U-Net for OCT-to-OCTA Generation.
PRCV (4)
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
2021 J jnl
Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images.
Neurocomputing
Yuhan Zhang, Mingchao Li, Zexuan Ji, Wen Fan, Songtao Yuan, Qinghuai Liu, Qiang Chen
2021 J jnl
Unsupervised Discriminative Deep Hashing With Locality and Globality Preservation.
IEEE Signal Process. Lett.
Zhuyi Ni, Zexuan Ji, Long Lan, Yun-Hao Yuan, Xiaobo Shen
2020 J jnl
3D driver pose estimation based on joint 2D-3D network.
IET Comput. Vis.
Zhijie Yao, Yazhou Liu, Zexuan Ji, Quansen Sun, Pongsak Lasang, Shengmei Shen
2020 C conf
A Superpixel-Based Framework for Noisy Hyperspectral Image Classification.
IGARSS
Peng Fu, Quansen Sun, Zexuan Ji, Leilei Geng
2020 J jnl
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.
IEEE J. Biomed. Health Informatics
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
2020 C conf
Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification.
IGARSS
Zhaohao Fan, Zexuan Ji, Peng Fu, Tao Wang, Xiaobo Shen, Quansen Sun
2020 J jnl
Discriminant sub-dictionary learning with adaptive multiscale superpixel representation for hyperspectral image classification.
Neurocomputing
Xiao Tu, Xiaobo Shen, Peng Fu, Tao Wang, Quansen Sun, Zexuan Ji
2020 J jnl
Error-tolerant label prior for interactive image segmentation.
Inf. Sci.
Tao Wang, Shengzhe Qi, Zexuan Ji, Quansen Sun, Peng Fu, Qi Ge
2020 J jnl
IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation.
CoRR
Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
2020 J jnl
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.
IEEE Trans. Medical Imaging
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
2020 J jnl
MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Xiao Ma, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen
2020 — conf
Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation.
MICCAI (5)
Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen
2020 B conf
Supervised Multi-View Distributed Hashing.
ICIP
Yunpeng Tang, Xiaobo Shen, Zexuan Ji, Tao Wang, Peng Fu, Quan-Sen Sun
2019 B conf
3D Driver Pose Estimation Based on Joint 2d-3d Network.
ICIP
Zhijie Yao, Yazhou Liu, Zexuan Ji, Quansen Sun, Pongsak Lasang, Shengmei Shen
2019 — conf
A Multi-Scale Deep Convolutional Neural Network For Joint Segmentation And Prediction Of Geographic Atrophy In SD-OCT Images.
ISBI
Yuhan Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen
2019 J jnl
Automated geographic atrophy segmentation for SD-OCT images based on two-stage learning model.
Comput. Biol. Medicine
Rongbin Xu, Sijie Niu, Qiang Chen, Zexuan Ji, Daniel L. Rubin, Yuehui Chen
2019 J jnl
Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images.
Comput. Methods Programs Biomed.
Kun Gao, Sijie Niu, Zexuan Ji, Menglin Wu, Qiang Chen, Rongbin Xu, Songtao Yuan, Wen Fan, Yuehui Chen, Jiwen Dong
2019 J jnl
Geographic atrophy segmentation in SD-OCT images using synthesized fundus autofluorescence imaging.
Comput. Methods Programs Biomed.
Menglin Wu, Xinxin Cai, Qiang Chen, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Hyunjin Park
2019 J jnl
Probabilistic Diffusion for Interactive Image Segmentation.
IEEE Trans. Image Process.
Tao Wang, Jian Yang, Zexuan Ji, Quan-Sen Sun
2019 J jnl
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge.
IEEE Trans. Medical Imaging
Hrvoje Bogunovic, Freerk G. Venhuizen, Sophie Klimscha, Stefanos Apostolopoulos, Alireza Bab-Hadiashar, Ulas Bagci, Mirza Faisal Beg, Loza Bekalo, Qiang Chen, Carlos Ciller, Karthik Gopinath, Amirali K. Gostar, Kiwan Jeon, Zexuan Ji, Sung Ho Kang, Dara D. Koozekanani, Donghuan Lu, Dustin Morley, Keshab K. Parhi, Hyoung Suk Park, Abdolreza Rashno, Marinko Sarunic, Saad Shaikh, Jayanthi Sivaswamy, Ruwan B. Tennakoon, Shivin Yadav, Sandro De Zanet, Sebastian M. Waldstein, Bianca S. Gerendas, Caroline Klaver, Clara I. Sánchez, Ursula Schmidt-Erfurth
2018 — conf
Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images.
MICCAI (2)
Yuchun Li, Sijie Niu, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
2018 — conf
Automated and Robust Geographic Atrophy Segmentation for Time Series SD-OCT Images.
PRCV (1)
Yuchun Li, Sijie Niu, Zexuan Ji, Qiang Chen
2018 — conf
Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images.
MICCAI (2)
Zexuan Ji, Qiang Chen, Menglin Wu, Sijie Niu, Wen Fan, Songtao Yuan, Quan-Sen Sun
2018 J jnl
Diffusive likelihood for interactive image segmentation.
Pattern Recognit.
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Qi Ge, Jian Yang
2018 J jnl
Fractional-order sparse representation for image denoising.
IEEE CAA J. Autom. Sinica
Leilei Geng, Zexuan Ji, Yunhao Yuan, Yilong Yin
2018 J jnl
Global graph diffusion for interactive object extraction.
Inf. Sci.
Tao Wang, Jian Yang, Quan-Sen Sun, Zexuan Ji, Peng Fu, Qi Ge
2018 J jnl
Mutually exclusive-KSVD: Learning a discriminative dictionary for hyperspectral image classification.
Neurocomputing
Menglan Xie, Zexuan Ji, Guoqing Zhang, Tao Wang, Quan-Sen Sun
2017 J jnl
A Novel Brain Tumor Segmentation from Multi-Modality MRI via A Level-Set-Based Model.
J. Signal Process. Syst.
Yantao Song, Zexuan Ji, Quan-Sen Sun, Yuhui Zheng
2017 B conf
A fuzzy clustering with bounded spatial probability for image segmentation.
FUZZ-IEEE
Zexuan Ji, Quan-Sen Sun
2017 J jnl
A robust modified Gaussian mixture model with rough set for image segmentation.
Neurocomputing
Zexuan Ji, Yubo Huang, Yong Xia, Yuhui Zheng
2017 J jnl
Brain voxel classification in magnetic resonance images using niche differential evolution based Bayesian inference of variational mixture of Gaussians.
Neurocomputing
Zhe Li, Yong Xia, Zexuan Ji, Yanning Zhang
2017 J jnl
Collaborative probabilistic labels for face recognition from single sample per person.
Pattern Recognit.
Hongkun Ji, Quan-Sen Sun, Zexuan Ji, Yunhao Yuan, Guoqing Zhang
2017 J jnl
Dual structural consistency based multi-modal correlation propagation projections for data representation.
Multim. Tools Appl.
Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji, Guoqing Zhang, Lei Feng
2017 J jnl
Fractional-Order Embedding Supervised Canonical Correlations Analysis with Applications to Feature Extraction and Recognition.
Neural Process. Lett.
Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji
2017 — conf
Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion.
IScIDE
Yubo Huang, Zexuan Ji, Qiang Chen, Sijie Niu
2017 A* conf
Interactive Image Segmentation via Pairwise Likelihood Learning.
IJCAI
Tao Wang, Quan-Sen Sun, Qi Ge, Zexuan Ji, Qiang Chen, Guiyu Xia
2017 — conf
Reweighted Low Rank Representation Based on Fractional-Order Function.
ACPR
Yiqiang Zhai, Zexuan Ji
2017 — conf
Reweighted Sparse Subspace Clustering Based on Fractional-Order Function.
IScIDE
Yiqiang Zhai, Zexuan Ji
2017 J jnl
Robust generative asymmetric GMM for brain MR image segmentation.
Comput. Methods Programs Biomed.
Zexuan Ji, Yong Xia, Yuhui Zheng
2017 J jnl
Robust noise region-based active contour model via local similarity factor for image segmentation.
Pattern Recognit.
Sijie Niu, Qiang Chen, Luis de Sisternes, Zexuan Ji, Ze Ming Zhou, Daniel L. Rubin
2016 J jnl
A spatially constrained generative asymmetric Gaussian mixture model for image segmentation.
J. Vis. Commun. Image Represent.
Zexuan Ji, Yubo Huang, Quan-Sen Sun, Guo Cao
2016 J jnl
Brain MRI image segmentation based on learning local variational Gaussian mixture models.
Neurocomputing
Yong Xia, Zexuan Ji, Yanning Zhang
2016 J jnl
C
J. Vis. Commun. Image Represent.
Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji
2016 J jnl
Cost-sensitive dictionary learning for face recognition.
Pattern Recognit.
Guoqing Zhang, Huaijiang Sun, Zexuan Ji, Yunhao Yuan, Quan-Sen Sun
2016 J jnl
Interactive Multilabel Image Segmentation via Robust Multilayer Graph Constraints.
IEEE Trans. Multim.
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Xiao-Yuan Jing
2016 J jnl
Kernel dictionary learning based discriminant analysis.
J. Vis. Commun. Image Represent.
Guoqing Zhang, Huaijiang Sun, Zexuan Ji, Guiyu Xia, Lei Feng, Quan-Sen Sun
2016 J jnl
Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images.
Inf. Sci.
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Shengchen Yu, Wen Fan, Songtao Yuan, Qinghuai Liu
2016 J jnl
Label propagation based on collaborative representation for face recognition.
Neurocomputing
Guoqing Zhang, Huaijiang Sun, Zexuan Ji, Quan-Sen Sun
2016 J jnl
Multi-layer graph constraints for interactive image segmentation via game theory.
Pattern Recognit.
Tao Wang, Quan-Sen Sun, Zexuan Ji, Qiang Chen, Peng Fu
2015 C conf
A Spatially Constrained Asymmetric Gaussian Mixture Model for Image Segmentation.
PSIVT
Zexuan Ji, Jinyao Liu, Hengdong Yuan, Yubo Huang, Quan-Sen Sun
2015 J jnl
Active contours driven by local likelihood image fitting energy for image segmentation.
Inf. Sci.
Zexuan Ji, Yong Xia, Quan-Sen Sun, Guo Cao, Qiang Chen
2015 J jnl
Combining pixel-level and patch-level information for segmentation.
Neurocomputing
Tao Wang, Zexuan Ji, Quan-Sen Sun, Shoudong Han
2015 J jnl
Image segmentation based on weighting boundary information via graph cut.
J. Vis. Commun. Image Represent.
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Shoudong Han
2015 — conf
Local Variational Bayesian Inference Using Niche Differential Evolution for Brain Magnetic Resonance Image Segmentation.
IScIDE (1)
Zhe Li, Zexuan Ji, Yong Xia
2015 A conf
Sparse Discrimination based Multiset Canonical Correlation Analysis for Multi-Feature Fusion and Recognition.
BMVC
Hongkun Ji, Xiao-Bo Shen, Quan-Sen Sun, Zexuan Ji
2014 B conf
A fuzzy clustering algorithm with robust spatially constraint for brain MR image segmentation.
FUZZ-IEEE
Zexuan Ji, Guo Cao, Quan-Sen Sun
2014 J jnl
Adaptive scale fuzzy local Gaussian mixture model for brain MR image segmentation.
Neurocomputing
Zexuan Ji, Yong Xia, Quan-Sen Sun, Qiang Chen, Dagan Feng
2014 — conf
An extension Gaussian mixture model for brain MRI segmentation.
EMBC
Yantao Song, Zexuan Ji, Quan-Sen Sun
2014 J jnl
Interval-valued possibilistic fuzzy C-means clustering algorithm.
Fuzzy Sets Syst.
Zexuan Ji, Yong Xia, Quan-Sen Sun, Guo Cao
2014 J jnl
Robust spatially constrained fuzzy c-means algorithm for brain MR image segmentation.
Pattern Recognit.
Zexuan Ji, Jinyao Liu, Guo Cao, Quan-Sen Sun, Qiang Chen
2012 — conf
A new method for noise estimation in single-band remote sensing images.
FSKD
Peng Fu, Quan-Sen Sun, Zexuan Ji, Qiang Chen
2012 — conf
Brain MR Image Segmentation and Bias Field Correction through Class-K HMRF Model and EM Algorithm.
CCPR
Zexuan Ji, Quan-Sen Sun
2012 J jnl
Fuzzy Local Gaussian Mixture Model for Brain MR Image Segmentation.
IEEE Trans. Inf. Technol. Biomed.
Zexuan Ji, Yong Xia, Quan-Sen Sun, Qiang Chen, De-Shen Xia, David Dagan Feng
2012 J jnl
Fuzzy c-means clustering with weighted image patch for image segmentation.
Appl. Soft Comput.
Zexuan Ji, Yong Xia, Qiang Chen, Quan-Sen Sun, De-Shen Xia, David Dagan Feng
2012 J jnl
Generalized rough fuzzy c-means algorithm for brain MR image segmentation.
Comput. Methods Programs Biomed.
Zexuan Ji, Quan-Sen Sun, Yong Xia, Qiang Chen, De-Shen Xia, Dagan Feng
2011 J jnl
A modified possibilistic fuzzy c-means clustering algorithm for bias field estimation and segmentation of brain MR image.
Comput. Medical Imaging Graph.
Zexuan Ji, Quan-Sen Sun, De-Shen Xia
2011 — conf
Local Gaussian Distribution Fitting Based FCM Algorithm for Brain MR Image Segmentation.
IScIDE
Zexuan Ji, Yong Xia, Quan-Sen Sun, De-Shen Xia, David Dagan Feng
2010 — conf
MR image segmentation and bias field estimation using coherent local and global intensity clustering.
FSKD
Zexuan Ji, Qiang Chen, Quan-Sen Sun, De-Shen Xia, Pheng-Ann Heng
2009 J jnl
A moment-based nonlocal-means algorithm for image denoising.
Inf. Process. Lett.
Zexuan Ji, Qiang Chen, Quan-Sen Sun, De-Shen Xia