Xintao Hu

Dr. Xintao Hu

Associate Professor

Northwestern Polytechnical University, Xi'an, China

Research Interests: Computational neuroimaging; Computer vision.

Email: xhu(at)nwpu.edu.cn

Website: http://zdhxy.nwpu.edu.cn/info/1174/4205.htm

Publications

1. Sparsity Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams Xintao Hu, Cheng Lv, Gong Cheng, Jinglei Lv, Lei Guo, Junwei Han, Tianming Liu IEEE Transactions on Autonomous Mental Development, 2015. in press PDF
2. Supervised Dictionary Learning for Inferring Concurrent Brain Networks Shijie Zhao, Junwei Han, Jinglei Lv, Xi Jiang, Xintao Hu, Yu Zhao, Bao Ge, Lei Guo, Tianming Liu IEEE Transactions on Medical Imaging, 2015. in press PDF
3. Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function Jinglei Lv*, Xi Jiang*, Xiang Li*, Dajiang Zhu*, Shu Zhang, Shijie Zhao, Hanbo Chen, Tuo Zhang, Xintao Hu, Junwei Han, Jieping Ye, Lei Guo, Tianming Liu IEEE Transactions on Biomedical Engineering, 2015. vol. 62(4), pp. 1120-1131. *These authors contributed equally to this work PDF
4. Anatomy-guided Dense Individualized and Common Connectivity-based Cortical Landmarks (A-DICCCOL) Xi Jiang, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Xintao Hu, Junwei Han, Dinggang Shen, Lei Guo, Tianming Liu IEEE Transactions on Biomedical Engineering, 2015. vol. 62(4), pp. 1108 - 1119. PDF
5. Analysis of music/speech via integration of audio content and functional brain response Xiang Ji; Junwei Han; Xi Jiang; Xintao Hu; Lei Guo; Jungong Han; Ling Shao; Tianming Liu Information Sciences, 2015. vol. 297, pp. 271–282. PDF
6. Sparse Representation of Whole-brain FMRI Signals for Identification of Functional Networks Jinglei Lv*, Xi Jiang*, Xiang Li*, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Shu Zhang, Xintao Hu, Junwei Han, Heng Huang, Jing Zhang, Lei Guo, Tianming Liu Medical Image Analysis, 2015. vol. 20(1), pp. 112–134. *These authors contributed equally to this work PDF
7. Learning Computational Models of Video Memorability from FMRI Brain Imaging Junwei Han, Changyuan Chen, Xintao Hu, Lei Guo and Tianming Liu IEEE Transactions on Cybernetics, 2014. in press PDF
8. Fusing DTI and FMRI Data: A Survey of Methods and Applications Dajiang Zhu, Tuo Zhang, Xi Jiang, Xintao Hu, Ning Yang, Jinglei Lv, Junwei Han, Lei Guo, Tianming Liu NeuroImage, 2014. vol. 102(1), pp. 184-191. Brain Imaging PDF
9. Merging Neuroimaging and Multimedia: Methods, Opportunities and Challenges Tianming Liu, Xintao Hu, Xiaojin Li, Mo Chen, Junwei Han, Lei Guo IEEE Transactions on Human-Machine Systems, 2014. vol. 44(2), pp. 270-280. PDF
10. Inferring Functional Interaction and Transition Patterns via Dynamic Bayesian Variable Partition Models Jing Zhang*, Xiang Li, Cong Li, Zhichao Lian, Xiu Huang, Guocheng Zhong, Dajiang Zhu, Kaiming Li, Changfeng Jin, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu, Lingjiang Li, Tianming Liu*, *Joint corresponding authors Human Brain Mapping, 2014. vol. 35(7), pp. 3314–3331. Brain Imaging PDF
11. Data-driven Analysis of Functional Brain Interactions during Free Listening to Music and Speech Jun Fang, Xintao Hu, Junwei Han, Xi Jiang, Dajiang Zhu, Lei Guo, Tianming Liu Brain Imaging and Behavior, 2014. in press PDF
12. Identifying and Characterizing Resting State Networks in Temporally Dynamic Functional Connectomes Xin Zhang, Xiang Li, Changfeng Jin, Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Tuo Zhang, Jinglei Lv, Xintao Hu, Junwei Han, Qun Zhao, Lei Guo, Lingjiang Li, Tianming Liu Brain Topography, 2014. vol. 27(6), pp. 747-65. PDF
13. Evolutionarily-preserved consistent gyral folding patterns across primate brains Hanbo Chen, Xiang Yu, Xi Jiang, kaiming li, Longchuan Li, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu, Tianming Liu ISBI, 2014. pp. 1218-1221. PDF
14. Inferring group-wise functional brain activities via point processes Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xintao Hu, Lei Guo, Tianming Liu ISBI, 2014. pp. 669-672. PDF
15. Discovery network-level functional interactions from working memory fMRI data Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xiang LI, Xintao Hu, Lei Guo ISBI, 2014. pp. 13-16. PDF
16. Learning fMRI-guided predictor of video shot changes Shu Zhang, Xintao Hu, Jinglei Lv, Tuo Zhang, Xiang LI, Xi Jiang, Lei Guo, Tianming Liu ISBI, 2014. pp. 1210-1213. PDF
17. Group-wise connection activation detection based on DICCCOL Jinglei Lv, Tuo Zhang, Xintao Hu, Dajiang Zhu, Kaiming Li, Lei Guo, Tianming Liu ISBI, 2014. pp. 681-684. PDF
18. Exploring consistent functional brain networks during free viewing of videos via sparse representation Cheng Lv, Xintao Hu, Junwei Han, Gong Cheng, Lei Guo, Tianming Liu ISBI, 2014. pp. 349-352. PDF
19. Video abstraction based on fMRI-driven visual attention model Junwei Han, Kaiming Li, Xintao Hu, Sheng He, Lei Guo, Tianming Liu Information Sciences, 2014. vol. 281, pp. 781–796. PDF
20. A Linear Model for Characterization of Synchronization Frequencies of Neural Networks Peili Lv, Xintao Hu, Jinglei Lv, Junwei Han, Lei Guo, Tianming Liu Cognitive Neurodynamics, 2014. vol. 8(1), pp. 55-69. Brain Imaging PDF
21. Survey of Encoding and Decoding of Visual Stimulus via FMRI: An Image Analysis Perspective Mo Chen, Junwei Han, Xintao Hu, Xi Jiang, Lei Guo, Tianming Liu Brain Imaging and Behavior, 2014. vol. 8(1), pp. 7-23. Brain Imaging PDF
22. Identifying Functional Networks via Sparse Representation of Whole-brain FMRI Signals Jinglei Lv, Xi Jiang, Xiang Li, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Shu Zhang, Xintao Hu, Junwei Han, Heng Huang, Jing Zhang, Lei Guo, Tianming Liu IEEE EMBS Conference on Neural Engineering, 2013. pp. 778-781. Brain Imaging PDF
23. Modeling Dynamic Functional Information Flows on Large-scale Brain Networks Peili Lv, Lei Guo, Xintao Hu, Xiang Li, Changfeng Jin, Junwei Han, Lingjiang Li, Tianming Liu MICCAI, LNCS, 2013. vol. 8150, pp. 698-705. Brain Imaging PDF
24. Group-wise FMRI Activation Detection on Corresponding Cortical Landmarks Jinglei Lv, Dajiang Zhu, Xintao Hu, Xin Zhang, Lei Guo, Tianming Liu MICCAI, LNCS, 2013. vol. 8150, pp. 665-673. Brain Imaging PDF
25. Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space Junwei Han, Xiang Ji, Xintao Hu, Dajiang Zhu, Kaiming Li, Xi Jiang, Guangbin Cui, Lei Guo, and Tianming Liu IEEE Transactions on Image Processing, 2013. vol. 22(7), pp. 2723 - 2736. Brain Imaging, Multimedia PDF
26. Predicting Cortical ROIs via Joint Modeling of Anatomical and Connectional Profiles Tuo Zhang, Dajiang Zhu, Xi Jiang, Bao Ge, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu Medical Image Analysis, 2013. vol. 17(6), pp. 601–615. Brain Imaging PDF
27. Construction of Multi-scale Common Brain Network Via DICCCOL Bao Ge, Lei Guo, Tuo Zhang, Dajiang Zhu, Xintao Hu, Junwei Han, Tianming Liu IPMI, LNCS, 2013. vol. 7917, pp. 692-704. Brain Imaging PDF
28. Joint Analysis of Gyral Folding and Fiber Shape Patterns Xiang Yu*, Hanbo Chen*, Tuo Zhang, Xintao Hu, Lei Guo, Tianming Liu, *Joint first authors ISBI, 2013. pp. 85 - 88. Brain Imaging PDF
29. Functional Brain Interactions During Free Viewing of Video Stream Xintao Hu, Tuo Zhang, Junwei Han, Lei Guo, Tianming Liu ISBI, 2013. pp. 1082-1085. Brain Imaging PDF
30. Data-driven Evaluation of Functional Connectivity Metrics Yingjie Zhang, Junwei Han, Xintao Hu, Lei Guo, Tianming Liu ISBI, 2013. pp. 532-535. Brain Imaging PDF
31. Construction of Multi-scale Brain Networks via DICCCOL Landmarks Bao Ge, Lei Guo, Tuo Zhang, Dajiang Zhu, Xintao Hu, Junwei Han, Tianming Liu ISBI, 2013. pp. 680-683. Brain Imaging PDF
32. Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions Xintao Hu, Dajiang Zhu, Peili Lv, Kaiming Li, Junwei Han, Lihong Wang, Dinggang Shen, Lei Guo, Tianming Liu Neuroinformatics, 2013. vol. 11(3), pp. 301-317. Brain Imaging PDF
33. Resting State fMRI-guided Fiber Clustering: Methods and Applications Bao Ge, Lei Guo, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu Neuroinformatics, 2013. vol. 11(1), pp. 119-133. Brain Imaging PDF
34. Meta-analysis of Functional Roles of DICCCOLs Yixuan Yuan; Xi Jiang; Dajiang Zhu; Hanbo Chen; Kaiming Li; Peili Lv; Xiang Yu; Xiaojin Li; Shu Zhang; Tuo Zhang; Xintao Hu; Junwei Han; Lei Guo, Tianming Liu Neuroinformatics, 2013. vol. 11(1), pp. 47-63. Brain Imaging PDF
35. Coevolution of Gyral Folding and Structural Connection Patterns in Primate Brains Hanbo Chen*, Tuo Zhang*, Lei Guo, Kaiming Li, Xiang Yu, Longchuan Li, Xintao Hu, Junwei Han, Xiaoping Hu**, Tianming Liu**, *Joint first authors, **Joint corresponding authors Cerebral Cortex, 2013. vol. 23(5), pp. 1208-1217. Brain Imaging PDF
36. DICCCOL: Dense Individualized and Common Connectivity-based Cortical Landmarks Dajiang Zhu*, Kaiming Li*, Lei Guo, Xi Jiang, Tuo Zhang, Degang Zhang, Hanbo Chen, Fan Deng, Carlos Faraco, Changfeng Jin, Chong-Yaw Wee, Yixuan Yuan, Peili Lv, Yan Yin, Xiaolei Hu, Lian Duan, Xintao Hu, Junwei Han, Lihong Wang, Dinggang Shen, L Stephen Miller, Lingjiang Li, Tianming Liu, *Joint first authors Cerebral Cortex, 2013. vol. 23(4), pp. 786-800. Brain Imaging PDF
37. Music/Speech Classification Using High-level Features Derived from FMRI Brain Imaging Xi Jiang, Tuo Zhang, Xintao Hu, Lie Lu, Junwei Han, Lei Guo, Tianming Liu ACM Multimedia, 2012. pp. 825-828. Brain Imaging PDF
38. Group-wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles Bao Ge, Lei Guo, Dajiang Zhu, Kaiming Li, Xintao Hu, Junwei Han, Tianming Liu MICCAI, LNCS, 2012. vol. 7512, pp. 485-492. Brain Imaging PDF
39. Characterization of Task-free/Task-performance Brain States Xin Zhang, Lei Guo, Xiang Li, Dajiang Zhu, Kaiming Li, Zhenqiang Sun, Changfeng Jin, Xintao Hu, Junwei Han, Qun Zhao, Lingjiang Li, Tianming Liu MICCAI, LNCS, 2012. vol. 7511, pp. 237-245. Brain Imaging PDF
40. Inferring Consistent Functional Interaction Patterns from Natural Stimulus FMRI Data Jiehuan Sun*, Xintao Hu*, Xiu Huang, Yang Liu, Kaiming Li, Xiang Li, Junwei Han, Lei Guo, Tianming Liu**, Jing Zhang**, *Joint first authors, **Joint corresponding authors NeuroImage, 2012. vol. 61(4), pp. 987–999. Brain Imaging PDF
41. Visual Analytics of Brain Networks Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Hanbo Chen, Yixuan Yuan, Jinglei Lv, Fan Deng, Xi Jiang, Tuo Zhang, Xintao Hu, Degang Zhang, Lloyd Miller, Tianming Liu NeuroImage, 2012. vol. 61(1), pp. 82–97. Brain Imaging PDF
42. Individual Functional ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles Kaiming Li, Lei Guo, Dajiang Zhu, Xintao Hu, Junwei Han, Tianming Liu. Neuroinformatics, 2012. vol. 10(3), pp. 225-242. Brain Imaging PDF
43. Axonal Fiber Terminations Concentrate on Gyri Jingxin Nie, Lei Guo, Kaiming Li, Yonghua Wang, Guojun Chen, Longchuan Li, Hanbo Chen, Fan Deng, Xi Jiang, Tuo Zhang, Ling Huang, Carlos Faraco, Degang Zhang, Cong Guo, Pew-Thian Yap, Xintao Hu, Gang Li, Jinglei Lv, Yixuan Yuan, Dajiang Zhu, Junwei Han, Dean Sabatinelli, Qun Zhao, L Stephen Miller, Bingqian Xu, Ping Shen, Simon Platt, Dinggang Shen, Xiaoping Hu, Tianming Liu Cerebral Cortex, 2012. vol. 22(12), pp. 2831-2839. Brain Imaging PDF
44. Bridging the Semantic Gap via Functional Brain Imaging Xintao Hu, Kaiming Li, Junwei Han, Xian-Sheng Hua, Lei Guo, Tianming Liu IEEE Transactions on Multimedia, 2012. vol. 14(2), pp. 314 - 325. Brain Imaging PDF
45. Increased Cortico-Subcortical Functional Connectivity in Schizophrenia Degang Zhang, Lei Guo, Xintao Hu, Kaiming Li, Qun Zhao, Tianming Liu Brain Imaging and Behavior, 2012. vol. 6(1), pp. 27-35. Brain Imaging PDF
46. Resting State fMRI-guided Fiber Clustering Bao Ge, Lei Guo, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu MICCAI, LNCS, 2011. vol. 6892, pp. 149-156. Brain Imaging PDF
47. Assessing Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs Hanbo Chen, Lei Guo, Kaiming Li, Xintao Hu, Tianming Liu MICCAI, LNCS, 2011. vol. 6892, pp. 318-326. Brain Imaging PDF
48. Predicting Functional Brain ROIs via Fiber Shape Models Tuo Zhang, Lei Guo, Xintao Hu, Kaiming Li, Tianming Liu MICCAI, LNCS, 2011. vol. 6892, pp. 42-49. Brain Imaging PDF
49. Retrieving Video Shots in Semantic Brain Imaging Space Using Manifold-Ranking Xiang Ji, Junwei Han, Xintao Hu, Kaiming Li, Fan Deng, Jun Fang, Lei Guo and Tianming Liu ICIP, 2011. pp. 3633-3636. Brain Imaging PDF
50. Activated Fibers: Fiber-centered Activation Detection in Task-based FMRI Jinglei Lv, Lei Guo, Xintao Hu, Kaiming Li, Tianming Liu IPMI, LNCS, 2011. vol. 6801, pp. 574-587. Brain Imaging PDF
51. Assessing the Dynamics on Functional Brain Networks using Spectral Graphy Theory Xintao Hu, Lei Guo, Degang Zhang, Kaiming Li, Tuo Zhang, Jinglei Lv, Junwei Han, Tianming Liu ISBI, 2011. pp. 2144-2149. Brain Imaging PDF
52. Assessing Graph Models for Description of Brain Networks Yixuan Yuan, Lei Guo, Peili Lv, Xintao Hu, Degang Zhang, Junwei Han, Li Xie, Tianming Liu ISBI, 2011. pp. 827-831. Brain Imaging PDF
53. A Biologically Inspired Computational Model for Image Saliency Detection Sheng He, Junwei Han, Xintao Hu, Ming Xu, Lei Guo, Tianming Liu ACM Multimedia, 2011. pp. 1465-1468 . Multimedia PDF
54. Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Fan Deng, Tuo Zhang, Xi Jiang, Degang Zhang, Hanbo Chen, Xintao Hu, L. Stephen Miller, Tianming Liu NIPS, 2010. Brain Imaging PDF
55. Bridging Low-level Features and High-level Semantics via fMRI Brain Imaging for Video Classification Xintao Hu, Fan Deng, Kaiming Li, Tuo Zhang, Hanbo Chen, Xi Jiang, Jinglei Lv, Dajiang Zhu, Li Xie, Carlos, Faraco, Degang Zhang, Arsham Mesbah, Junwei Han, Xian-Sheng Hua, Stephen Miller, Lei Guo, Tianming Liu ACM Multimedia, 2010. pp. 451-460 . Brain Imaging PDF
56. A dynamic skull model for simulation of cerebral cortex folding Hanbo Chen, Lei Guo, Jingxin Nie, Tuo Zhang, Xintao Hu, Tianming Liu MICCAI, LNCS, 2010. vol. 6362, pp. 412-419. Brain Imaging PDF
57. Fiber-centered Analysis of Brain Connectivity Using DTI and Resting State FMRI Data Jinglei Lv, Lei Guo, Xintao Hu, Tuo Zhang, Kaiming Li, Tianming Liu MICCAI, LNCS, 2010. vol. 6362, pp. 412-419. Brain Imaging PDF
58. Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data Yixuan Yuan, Lei Guo, Gang Li, Tuo Zhang, Xintao Hu, Tianming Liu ISBI, 2010. pp. 404-407. Brain Imaging PDF
59. Joint analysis of fiber shape and cortical folding patterns Xintao Hu, Lei Guo, Tuo Zhang, Gang Li, Jingxin Nie, Xi Jiang, Degang Zhang, Tianming Liu ISBI, 2010. pp. 1165-1168. Brain Imaging PDF
60. Human-friendly Attention Models for Video Summarization Kaiming Li, Tuo Zhang, Xintao Hu, Dajiang Zhu, Hanbo Chen, Xi Jiang, Fan Deng, Jinglei Lv, Carlos, Faraco, Degang Zhang, Arsham Mesbah, Junwei Han, Lie Lu, Xian-Sheng Hua, Lei Guo, Stephen Miller, Tianming Liu ICMI, 2010. Multimedia PDF
61. Neuroimaging Predictors of Cognitive Impairment in Confluent White Matter Lesion: Volumetric Analyses of 99 Brain Regions Vincent C.T. Mok, Tianming Liu, Wynnie W.M. Lam, Adrian Wong, Xintao Hu, Lei Guo, Xiang Yan Chen, Wai Kwong Tang, Ka Sing Wong, Stephen Wong Dementia and Geriatric Cognitive Disorders, 2007. vol. 25(1), pp. 67-73. Brain Imaging PDF