个人简介
工作经历
2012.07.01-,南京理工大学计算机科学与工程学院
2010.10-2011.10,悉尼大学,医学影像分析,联合培养博士生
2009.10-2010.5,中科院深圳先进技术研究院,医学影像分析,客座学生
教育经历
1. 2007年－2012年，南京理工大学，计算机科学与工程学院，博士，导师：孙权森
2. 2003年－2007年，南京理工大学，计算机科学与工程学院，学士
近期论文
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[1] Zexuan Ji, Qiang Chen, Menglin Wu, Sijie Niu, Wen Fan, Songtao Yuan, Quansen Sun. Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images. MICCAI 2018. 录用带发表.
[2] Zexuan Ji, Qiang Chen, Sijie Niu, Theodore Leng, Daniel L. Rubin. Beyond Retinal Layers: A Deep Voting Model for Automated Geographic Atrophy Segmentation in SD-OCT Images. Translational Vision Science and Technology. 2018 Jan; 7(1): 1. (SCI, JCR3, IF: 2.221)
[3] Tao Wang, Quansen Sun, Qi Ge, Zexuan Ji*, Qiang Chen, Guiyu Xia. Interactive Image Segmentation via Pairwise Likelihood Learning. Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, pp. 2957-2963. (CCF A类会议)
[4] Zexuan Ji, Yubo Huang, Yong Xia, Yuhui Zheng. A robust modified Gaussian mixture model with rough set for image segmentation. Neurocomputing. 2017, 266, 550-565 (SCI, JCR2, IF: 3.317).
[5] Zexuan Ji, Yong Xia, Yuhui Zheng. Robust generative asymmetric GMM for brain MR image segmentation. Computer Methods and Programs in Biomedicine, 2017, 151, 123-138 (SCI, JCR2, IF: 2.503)
[6] Zexuan Ji, Yubo Huang, Quansen Sun, Guo Cao, Yuhui Zheng. A Rough Set Bounded Spatially Constrained Asymmetric Gaussian Mixture Model for Image Segmentation. PLoS ONE, 2017, 12(1): e0168449 (SCI, JCR3, IF: 2.806)
[7] Yantao Song, Zexuan Ji*, Quansen Sun, Yuhui Zheng. A Novel Brain Tumor Segmentation from Multi-Modality MRI via A Level-Set-Based Model. Journal of Signal Processing Systems. 2017, 87(2), 249-257. (SCI, JCR4, IF: 0.893)
[8] Zexuan Ji, Yubo Huang, Quansen Sun, Guo Cao. A spatially constrained generative asymmetric Gaussian mixture model for image segmentation. Journal of Visual Communication and Image Representation. 2016, 40, 611-626 (SCI, JCR3, IF: 2.164)
[9] Tao Wang, Zexuan Ji*, Quansen Sun, Qiang Chen, Xiaoyuan Jing. Interactive multi-label image segmentation via robust multi-layer graph constraints. IEEE Transactions on Multimedia, 2016, 18(12), 2358-2371. (SCI, JCR1 Top期刊, IF: 3.509)
[10] Tao Wang, Quansen Sun, Zexuan Ji*, Qiang Chen, Peng Fu. Multi-layer graph constraints for interactive image segmentation via game theory. Pattern Recognition, 2016, 55(C):28-44. (SCI, JCR2, IF: 4.582)
[11] Yong Xia, Zexuan Ji*, Yanning Zhang. Brain MRI image segmentation based on learning local variational Gaussian mixture models. Neurocomputing. 2016, 204: 189-197 (SCI, JCR2, IF: 3.317)
[12] Zexuan Ji, Yong Xia, Quansen Sun, Guo Cao, Qiang Chen. Active Contours Driven by Local Likelihood Image Fitting Energy for Image Segmentation. Information Sciences. 2015, 301: 285-304 (SCI, JCR1 Top期刊, IF: 4.832) [Google Scholar引用25次，Web of Science引用21次]
[13] Zexuan Ji, Yong Xia, Quansen Sun, Guo Cao. Interval-valued Possibilistic Fuzzy C-Means Clustering Algorithm. Fuzzy Sets and Systems. 2014. 253(16): 138-156. (SCI, JCR1 Top期刊, IF: 2.718). [Google Scholar引用42次，Web of Science引用23次]
[14] Zexuan Ji, Jinyao Liu, Guo Cao, Quansen Sun, Qiang Chen. Robust Spatially Constrained Fuzzy C-Means Algorithm for Brain MR Image Segmentation. Pattern Recognition. 2014. 47(7): 2454-2466. (SCI, JCR2, IF: 4.582) [Google Scholar引用58次，Web of Science引用37次]
[15] Zexuan Ji, Yong Xia, Quansen Sun, Qiang Chen, Dagan Feng. Adaptive Scale Fuzzy Local Gaussian Mixture Model for Brain MR Image Segmentation. Neurocomputing. 2014. 134: 60-69. (SCI, JCR2, IF: 3.317) [Google Scholar引用29次，Web of Science引用18次].
[16] Zexuan Ji, Yong Xia, Quansen Sun, Qiang Chen, Deshen Xia, David Dagan Feng. Fuzzy Local Gaussian Mixture Model for brain MR image segmentation. IEEE Transactions on Information Technology in BioMedicine. 2012, 16(3): 339-347. (SCI, JCR2, IF: 1.978) [Google Scholar引用75次，Web of Science引用46次]
[17] Zexuan Ji, Yong Xia, Quansen Sun, Qiang Chen, Deshen Xia, David Dagan Feng. Fuzzy C-Means Clustering with Weighted Image Patch for Image Segmentation. Applied Soft Computing. 2012, 12(6): 1659-1667. (SCI, JCR2, IF: 3.541) [Google Scholar引用76次，Web of Science引用42次]
[18] Zexuan Ji, Quansen Sun, Yong Xia, Qiang Chen, Deshen Xia, Dagan Feng. Generalized Rough Fuzzy C-Means Algorithm for Brain MR Image Segmentation. Computer Methods and Programs in Biomedicine. 2012, 108(2): 644-655. (SCI, JCR2, IF: 2.503) [Google Scholar引用54次，Web of Science引用26次]
[19] Zexuan Ji, Quansen Sun, Deshen Xia. A Modified Possibilistic Fuzzy c-means Clustering algorithm for Bias Field Estimation and Segmentation of Brain MR Image. Computerized Medical Imaging and Graphics. 2011, 35(5): 383-97. (SCI, JCR4, IF: 1.738). [Google Scholar引用114次，Web of Science引用50次]
[20] Zexuan Ji, Qiang Chen, Quansen Sun, Deshen Xia. A moment-based nonlocal-means algorithm for image denoising. Information Processing Letters. 2009, 109: 1238-1244. (SCI, JCR4, IF: 0.748) [Google Scholar引用91次，Web of Science引用42次]
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