Zexuan Ji

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 76

Top Topics

Gaussian Mixture

Optical Coherence Tomography

Image Segmentation

Top Venues

Pattern Recognit.

IEEE J. Biomed. Health Informatics

Publications

Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Mingchao Li, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
OCTA-500: A retinal dataset for optical coherence tomography angiography study. Medical Image Anal. 93 (2024)
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy. CoRR (2024)
Xiao Ma, Yuhui Tao, Yuhan Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen
Test-Time Generative Augmentation for Medical Image Segmentation. CoRR (2024)
Zexuan Ji, Xiao Ma, Theodore Leng, Daniel L. Rubin, Qiang Chen
Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT. Pattern Recognit. 153 (2024)
Zexuan Ji, Hao Qian, Xiao Ma
Progressive Group Convolution Fusion network for colon polyp segmentation. Biomed. Signal Process. Control. 96 (2024)
Yang Li, Tao Wang, Zexuan Ji, Peng Fu, Xiaobo Shen, Quansen Sun
Spatiotemporal consistent selection-correction network for deep interactive image segmentation. Neural Comput. Appl. 35 (13) (2023)
Xingxiao Lin, Zexuan Ji
Liver Segmentation via Learning Cross-Modality Content-Aware Representation. PRCV (13) (2023)
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. CoRR (2023)
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". IEEE Trans. Medical Imaging 42 (1) (2023)
Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images. PRCV (13) (2023)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. MICCAI (5) (2023)
Ao Chen, Xiao Ma, Qiang Chen, Zexuan Ji
PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography. PRCV (2) (2022)
Jian Gao, Xiaobo Shen, Peng Fu, Zexuan Ji, Tao Wang
Multiview Graph Convolutional Hashing for Multisource Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yuying Ge, Xiao Ma, Qiang Chen, Zexuan Ji
Unsupervised Medical Image Registration Based on Multi-scale Cascade Network. PRCV (2) (2022)
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Bing Pan, Zexuan Ji, Qiang Chen
MultiGAN: Multi-domain Image Translation from OCT to OCTA. PRCV (2) (2022)
Zhuyi Ni, Zexuan Ji, Long Lan, Yun-Hao Yuan, Xiaobo Shen
Unsupervised Discriminative Deep Hashing With Locality and Globality Preservation. IEEE Signal Process. Lett. 28 (2021)
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
Texture-Guided U-Net for OCT-to-OCTA Generation. PRCV (4) (2021)
Yuhan Zhang, Mingchao Li, Zexuan Ji, Wen Fan, Songtao Yuan, Qinghuai Liu, Qiang Chen
Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images. Neurocomputing 462 (2021)
Tao Wang, Shengzhe Qi, Jian Yang, Zexuan Ji, Quansen Sun, Qi Ge
Interactive Image Segmentation Based on Label Pair Diffusion. IEEE Trans. Ind. Informatics 17 (1) (2021)
Jiasen Ke, Zexuan Ji, Qiang Chen, Wen Fan, Songtao Yuan
Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT Images. ICIG (2) (2021)
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Peng Fu
Global Manifold Learning for Interactive Image Segmentation. IEEE Trans. Multim. 23 (2021)
Sha Xie, Yuhan Zhang, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation. ACPR (2) (2021)
Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Songtao Yuan, Qiang Chen
An integrated time adaptive geographic atrophy prediction model for SD-OCT images. Medical Image Anal. 68 (2021)
Aofu Liu, Zexuan Ji
Deep Mixture of Adversarial Autoencoders Clustering Network. PRCV (1) (2021)
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren, Qi Ge
Label group diffusion for image and image pair segmentation. Pattern Recognit. 112 (2021)
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Zhijie Yao, Yazhou Liu, Zexuan Ji, Quansen Sun, Pongsak Lasang, Shengmei Shen
3D driver pose estimation based on joint 2D-3D network. IET Comput. Vis. 14 (3) (2020)
Tao Wang, Shengzhe Qi, Zexuan Ji, Quansen Sun, Peng Fu, Qi Ge
Error-tolerant label prior for interactive image segmentation. Inf. Sci. 538 (2020)
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Zhaohao Fan, Zexuan Ji, Peng Fu, Tao Wang, Xiaobo Shen, Quansen Sun
Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification. IGARSS (2020)
Xiao Ma, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen
MS-CAM: Multi-Scale Class Activation Maps for Weakly-Supervised Segmentation of Geographic Atrophy Lesions in SD-OCT Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen
Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation. MICCAI (5) (2020)
Xiao Tu, Xiaobo Shen, Peng Fu, Tao Wang, Quansen Sun, Zexuan Ji
Discriminant sub-dictionary learning with adaptive multiscale superpixel representation for hyperspectral image classification. Neurocomputing 409 (2020)
Yunpeng Tang, Xiaobo Shen, Zexuan Ji, Tao Wang, Peng Fu, Quan-Sen Sun
Supervised Multi-View Distributed Hashing. ICIP (2020)
Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation. CoRR (2020)
Peng Fu, Quansen Sun, Zexuan Ji, Leilei Geng
A Superpixel-Based Framework for Noisy Hyperspectral Image Classification. IGARSS (2020)
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
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. IEEE Trans. Medical Imaging 38 (8) (2019)
Rongbin Xu, Sijie Niu, Qiang Chen, Zexuan Ji, Daniel L. Rubin, Yuehui Chen
Automated geographic atrophy segmentation for SD-OCT images based on two-stage learning model. Comput. Biol. Medicine 105 (2019)
Tao Wang, Jian Yang, Zexuan Ji, Quan-Sen Sun
Probabilistic Diffusion for Interactive Image Segmentation. IEEE Trans. Image Process. 28 (1) (2019)
Kun Gao, Sijie Niu, Zexuan Ji, Menglin Wu, Qiang Chen, Rongbin Xu, Songtao Yuan, Wen Fan, Yuehui Chen, Jiwen Dong
Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images. Comput. Methods Programs Biomed. 176 (2019)
Zhijie Yao, Yazhou Liu, Zexuan Ji, Quansen Sun, Pongsak Lasang, Shengmei Shen
3D Driver Pose Estimation Based on Joint 2d-3d Network. ICIP (2019)
Yuhan Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Qiang Chen
A Multi-Scale Deep Convolutional Neural Network For Joint Segmentation And Prediction Of Geographic Atrophy In SD-OCT Images. ISBI (2019)
Menglin Wu, Xinxin Cai, Qiang Chen, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Hyunjin Park
Geographic atrophy segmentation in SD-OCT images using synthesized fundus autofluorescence imaging. Comput. Methods Programs Biomed. 182 (2019)
Zexuan Ji, Qiang Chen, Menglin Wu, Sijie Niu, Wen Fan, Songtao Yuan, Quan-Sen Sun
Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images. MICCAI (2) (2018)
Leilei Geng, Zexuan Ji, Yunhao Yuan, Yilong Yin
Fractional-order sparse representation for image denoising. IEEE CAA J. Autom. Sinica 5 (2) (2018)
Yuchun Li, Sijie Niu, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images. MICCAI (2) (2018)
Tao Wang, Jian Yang, Quan-Sen Sun, Zexuan Ji, Peng Fu, Qi Ge
Global graph diffusion for interactive object extraction. Inf. Sci. (2018)
Yuchun Li, Sijie Niu, Zexuan Ji, Qiang Chen
Automated and Robust Geographic Atrophy Segmentation for Time Series SD-OCT Images. PRCV (1) (2018)
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Qi Ge, Jian Yang
Diffusive likelihood for interactive image segmentation. Pattern Recognit. 79 (2018)
Menglan Xie, Zexuan Ji, Guoqing Zhang, Tao Wang, Quan-Sen Sun
Mutually exclusive-KSVD: Learning a discriminative dictionary for hyperspectral image classification. Neurocomputing 315 (2018)
Yiqiang Zhai, Zexuan Ji
Reweighted Low Rank Representation Based on Fractional-Order Function. ACPR (2017)
Yiqiang Zhai, Zexuan Ji
Reweighted Sparse Subspace Clustering Based on Fractional-Order Function. IScIDE (2017)
Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji, Guoqing Zhang, Lei Feng
Dual structural consistency based multi-modal correlation propagation projections for data representation. Multim. Tools Appl. 76 (20) (2017)
Zexuan Ji, Quan-Sen Sun
A fuzzy clustering with bounded spatial probability for image segmentation. FUZZ-IEEE (2017)
Tao Wang, Quan-Sen Sun, Qi Ge, Zexuan Ji, Qiang Chen, Guiyu Xia
Interactive Image Segmentation via Pairwise Likelihood Learning. IJCAI (2017)
Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji
Fractional-Order Embedding Supervised Canonical Correlations Analysis with Applications to Feature Extraction and Recognition. Neural Process. Lett. 45 (1) (2017)
Hongkun Ji, Quan-Sen Sun, Zexuan Ji, Yunhao Yuan, Guoqing Zhang
Collaborative probabilistic labels for face recognition from single sample per person. Pattern Recognit. 62 (2017)
Zexuan Ji, Yong Xia, Yuhui Zheng
Robust generative asymmetric GMM for brain MR image segmentation. Comput. Methods Programs Biomed. 151 (2017)
Yubo Huang, Zexuan Ji, Qiang Chen, Sijie Niu
Geographic Atrophy Segmentation for SD-OCT Images by MFO Algorithm and Affinity Diffusion. IScIDE (2017)
Yantao Song, Zexuan Ji, Quan-Sen Sun, Yuhui Zheng
A Novel Brain Tumor Segmentation from Multi-Modality MRI via A Level-Set-Based Model. J. Signal Process. Syst. 87 (2) (2017)
Sijie Niu, Qiang Chen, Luis de Sisternes, Zexuan Ji, Ze Ming Zhou, Daniel L. Rubin
Robust noise region-based active contour model via local similarity factor for image segmentation. Pattern Recognit. 61 (2017)
Zhe Li, Yong Xia, Zexuan Ji, Yanning Zhang
Brain voxel classification in magnetic resonance images using niche differential evolution based Bayesian inference of variational mixture of Gaussians. Neurocomputing 269 (2017)
Zexuan Ji, Yubo Huang, Yong Xia, Yuhui Zheng
A robust modified Gaussian mixture model with rough set for image segmentation. Neurocomputing 266 (2017)
Hongkun Ji, Quan-Sen Sun, Yunhao Yuan, Zexuan Ji
DMCP: View-consistent collaborative discriminative multiset correlation projection for data representation. J. Vis. Commun. Image Represent. 40 (2016)
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Shengchen Yu, Wen Fan, Songtao Yuan, Qinghuai Liu
Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images. Inf. Sci. (2016)
Guoqing Zhang, Huaijiang Sun, Zexuan Ji, Yunhao Yuan, Quan-Sen Sun
Cost-sensitive dictionary learning for face recognition. Pattern Recognit. 60 (2016)
Guoqing Zhang, Huaijiang Sun, Zexuan Ji, Quan-Sen Sun
Label propagation based on collaborative representation for face recognition. Neurocomputing 171 (2016)
Tao Wang, Quan-Sen Sun, Zexuan Ji, Qiang Chen, Peng Fu
Multi-layer graph constraints for interactive image segmentation via game theory. Pattern Recognit. 55 (2016)
Zexuan Ji, Yubo Huang, Quan-Sen Sun, Guo Cao
A spatially constrained generative asymmetric Gaussian mixture model for image segmentation. J. Vis. Commun. Image Represent. 40 (2016)
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Xiao-Yuan Jing
Interactive Multilabel Image Segmentation via Robust Multilayer Graph Constraints. IEEE Trans. Multim. 18 (12) (2016)
Guoqing Zhang, Huaijiang Sun, Zexuan Ji, Guiyu Xia, Lei Feng, Quan-Sen Sun
Kernel dictionary learning based discriminant analysis. J. Vis. Commun. Image Represent. 40 (2016)
Yong Xia, Zexuan Ji, Yanning Zhang
Brain MRI image segmentation based on learning local variational Gaussian mixture models. Neurocomputing 204 (2016)
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Shoudong Han
Image segmentation based on weighting boundary information via graph cut. J. Vis. Commun. Image Represent. 33 (2015)
Zhe Li, Zexuan Ji, Yong Xia
Local Variational Bayesian Inference Using Niche Differential Evolution for Brain Magnetic Resonance Image Segmentation. IScIDE (1) (2015)
Zexuan Ji, Jinyao Liu, Hengdong Yuan, Yubo Huang, Quan-Sen Sun
A Spatially Constrained Asymmetric Gaussian Mixture Model for Image Segmentation. PSIVT (2015)
Tao Wang, Zexuan Ji, Quan-Sen Sun, Shoudong Han
Combining pixel-level and patch-level information for segmentation. Neurocomputing 158 (2015)
Zexuan Ji, Yong Xia, Quan-Sen Sun, Guo Cao, Qiang Chen
Active contours driven by local likelihood image fitting energy for image segmentation. Inf. Sci. 301 (2015)
Hongkun Ji, Xiao-Bo Shen, Quan-Sen Sun, Zexuan Ji
Sparse Discrimination based Multiset Canonical Correlation Analysis for Multi-Feature Fusion and Recognition. BMVC (2015)
Yantao Song, Zexuan Ji, Quan-Sen Sun
An extension Gaussian mixture model for brain MRI segmentation. EMBC (2014)
Zexuan Ji, Jinyao Liu, Guo Cao, Quan-Sen Sun, Qiang Chen
Robust spatially constrained fuzzy c-means algorithm for brain MR image segmentation. Pattern Recognit. 47 (7) (2014)
Zexuan Ji, Yong Xia, Quan-Sen Sun, Guo Cao
Interval-valued possibilistic fuzzy C-means clustering algorithm. Fuzzy Sets Syst. 253 (2014)
Zexuan Ji, Guo Cao, Quan-Sen Sun
A fuzzy clustering algorithm with robust spatially constraint for brain MR image segmentation. FUZZ-IEEE (2014)
Zexuan Ji, Yong Xia, Quan-Sen Sun, Qiang Chen, Dagan Feng
Adaptive scale fuzzy local Gaussian mixture model for brain MR image segmentation. Neurocomputing 134 (2014)
Zexuan Ji, Quan-Sen Sun
Brain MR Image Segmentation and Bias Field Correction through Class-K HMRF Model and EM Algorithm. CCPR (2012)
Peng Fu, Quan-Sen Sun, Zexuan Ji, Qiang Chen
A new method for noise estimation in single-band remote sensing images. FSKD (2012)
Zexuan Ji, Yong Xia, Quan-Sen Sun, Qiang Chen, De-Shen Xia, David Dagan Feng
Fuzzy Local Gaussian Mixture Model for Brain MR Image Segmentation. IEEE Trans. Inf. Technol. Biomed. 16 (3) (2012)
Zexuan Ji, Yong Xia, Qiang Chen, Quan-Sen Sun, De-Shen Xia, David Dagan Feng
Fuzzy c-means clustering with weighted image patch for image segmentation. Appl. Soft Comput. 12 (6) (2012)
Zexuan Ji, Quan-Sen Sun, Yong Xia, Qiang Chen, De-Shen Xia, Dagan Feng
Generalized rough fuzzy c-means algorithm for brain MR image segmentation. Comput. Methods Programs Biomed. 108 (2) (2012)
Zexuan Ji, Yong Xia, Quan-Sen Sun, De-Shen Xia, David Dagan Feng
Local Gaussian Distribution Fitting Based FCM Algorithm for Brain MR Image Segmentation. IScIDE (2011)
Zexuan Ji, Quan-Sen Sun, De-Shen Xia
A modified possibilistic fuzzy c-means clustering algorithm for bias field estimation and segmentation of brain MR image. Comput. Medical Imaging Graph. 35 (5) (2011)
Zexuan Ji, Qiang Chen, Quan-Sen Sun, De-Shen Xia, Pheng-Ann Heng
MR image segmentation and bias field estimation using coherent local and global intensity clustering. FSKD (2010)
Zexuan Ji, Qiang Chen, Quan-Sen Sun, De-Shen Xia
A moment-based nonlocal-means algorithm for image denoising. Inf. Process. Lett. 109 (23-24) (2009)