刘天明导师主页
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姓名: 刘天明
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个人简介

Dr. Tianming Liu is an Assistant Professor of Computer Science at The University of Georgia. Dr. Liu is also an affiliated faculty with the UGA Bioimaging Research Center (BIRC), the UGA Institute of Bioinformatics (IOB), the UGA Biomedical and Health Sciences Institute (BHSI), and the UGA Faculty of Engineering. Before he moved to UGA, Dr. Liu was a faculty member of Weill Medical College of Cornell University (Assistant Professor, 2007-2008) and Harvard Medical School (Instructor, 2005-2007). Dr. Liu was a postdoc in neuroimaging in the University of Pennsylvania (2002-2004) and Harvard Medical School (2004-2005). Dr. Liu’s research focuses on computational brain imaging. Dr. Liu received PhD in computer science from Shanghai Jiaotong University in 2002. Dr. Liu is the recipient of the Microsoft Fellowship Award (2000-2002) and the NIH NIBIB K01 Career Award (2007-2011).


学习工作经历

Education

Dr. Liu received PhD in computer science from Shanghai Jiaotong University in 2002.


Experience

Dr. Tianming Liu is an Assistant Professor of Computer Science at UGA(2008-2012).

Dr. Liu was a faculty member of Weill Medical College of Cornell University (Assistant Professor, 2007-2008) and Harvard Medical School (Instructor, 2005-2007).

Dr. Liu was a postdoc in neuroimaging in the University of Pennsylvania (2002-2004) and Harvard Medical School (2004-2005).

研究方向

esearch Interests: Brain Imaging, Bioimaging, Multimedia.

获奖情况

1、the Microsoft Fellowship Award (2000-2002);

2、 the NIH K01 Career Award (2007-2012);

3、the NSF CAREER Award (2012-2017)。

同时获得三项美国重量级科研项目NSF(美国国家自然科学基金)CAREER AWARD(相当于中国的国家杰出青年基金)、NIH(美国国立卫生研究院)CAREER AWARD职业生涯奖(相当于中国的国家杰出青年基金)和NIH R01的中国籍学者。

 

科研项目

1、2012.4-2017.3 美国国立卫生研究院 190万美金 11 项目主持人
2、2013.7-2018.7 美国国立卫生研究院 160万美金 10 项目主持人
3、2012.9-2017.8 美国国家自然科学基金 45万美金 4 项目主持人
4、2013.9-2016.8 美国国家自然科学基金 30万美金 4 项目主持人
5、2014.9-2017.8 美国国家自然科学基金 30万美金 3 项目主持人
6、2007.7-2012.6 美国国立卫生研究院 47万美金 4 项目主持人

代表性学术成果

Brain Imaging (Selected):

1. Hanbo Chen, Kaiming Li, Dajiang Zhu, Tuo Zhang, Changfeng Jin, Lei Guo, Lingjiang Li, Tianming Liu. Inferring Group-wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering, accepted, MICCAI 2012.

2. Hanbo Chen, Xiao Cai, Dajiang Zhu, Feiping Nie, Tianming Liu, Heng Huang , Group-wise Consistent Parcellation of Gyri via Adaptive Multi-view Spectral Clustering of Fiber Shapes, accepted, MICCAI 2012.

3. Fan Deng, Dajiang Zhu, Lei Guo, Tianming Liu, Optimization of fMRI-derived ROIs based on Coherent Functional Interaction Patterns. accepted, MICCAI 2012.

4. Bao Ge, Lei Guo, Dajiang Zhu, Kaiming Li, Xintao Hu, Junwei Han, Tianming Liu, Group-wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles, accepted, MICCAI 2012.

5. Xin Zhang, Lei Guo, Xiang Li, Dajiang Zhu, Kaiming Li, Zhenqiang Sun, Changfeng Jin, Xintao Hu, Junwei Han, Qun Zhao, Lingjiang Li, Tianming Liu, Characterization of Task-free/Task-performance Brain States, accepted, MICCAI 2012.

6. Hanbo Chen*, Tuo Zhang*, Lei Guo, Kaiming Li, Xiang Yu, Longchuan Li, Xintao Hu, Junwei Han, Xiaoping Hu**, Tianming Liu**, Coevolution of Gyral Folding and Structural Connection Patterns in Primate Brains, *Joint first authors, **Joint corresponding authors, accepted, Cerebral Cortex, 2012.

7. Jiehuan Sun*, Xintao Hu*, Xiu Huang, Yang Liu, Kaiming Li, Xiang Li, Junwei Han, Lei Guo, Tianming Liu**, Jing Zhang**, Inferring Consistent Functional Interaction Patterns from Natural Stimulus FMRI Data, *Joint first authors, **Joint corresponding authors, accepted, NeuroImage, 2012.

8. 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, Visual Analytics of Brain Networks, accepted, NeuroImage, 2012.

9. 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, DICCCOL: Dense Individualized and Common Connectivity-based Cortical Landmarks, *Joint first authors, accepted, Cerebral Cortex, 2012.

10. Kaiming Li*, Dajiang Zhu*, Lei Guo, Zhihao Li, Mary Ellen Lynch, Claire Coles, Xiaoping Hu**, Tianming Liu**, Connectomics Signatures of Prenatal Cocaine Exposure Affected Adolescent Brains, *Joint first authors, **Joint corresponding authors, accepted, Human Brain Mapping, 2012.

11. Kaiming Li; Lei Guo; Dajiang Zhu; Xintao Hu; Junwei Han, Tianming Liu, Individual Functional ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles, accepted, Neuroinformatics, 2012.

12. 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, Axonal Fiber Terminations Concentrate on Gyri, accepted, Cerebral Cortex, 2011.

13. Xintao Hu, Kaiming Li, Junwei Han, Xian-Sheng Hua, Lei Guo, Tianming Liu, Bridging the Semantic Gap via Functional Brain Imaging, accepted, IEEE Transactions on Multimedia, 2011.

14. Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu, Optimization of Functional Brain ROIs via Maximization of Consistency of Structural Connectivity Profiles, accepted, NeuroImage, 2011.

15. Tuo Zhang, Lei Guo, Kaiming Li, Changfeng Jing, Yan Yin, Dajing Zhu, Guangbin Cui, Lingjiang Li, Tianming Liu, Predicting Functional Cortical ROIs via DTI-derived Fiber Shape Models, in press, Cerebral Cortex, 2011.

16. Degang Zhang, Lei Guo, Xintao Hu, Kaiming Li, Qun Zhao, Tianming Liu, Increased cortico-subcortical functional connectivity in schizophrenia, accepted, Brain Imaging and Behavior, 2011.

17. Bao Ge, Lei Guo, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu, Resting state fMRI-guided fiber clustering, accepted, MICCAI 2011.

18. Xiang Li, Chuwoo Lim, Kaiming Li, Lei Guo, Tianming Liu, Fiber-centered Granger Causality Analysis, accepted, MICCAI 2011.

19. Hanbo Chen, Lei Guo, Kaiming Li, Xintao Hu, Tianming Liu, Assessment of Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs, accepted, MICCAI 2011.

20. Tuo Zhang, Lei Guo, Xintao Hu, Kaiming Li, Tianming Liu, Predicting Functional Cortical ROIs based on Fiber Shape Models, accepted, MICCAI 2011.

21. Tianming Liu, A few thoughts on brain ROIs, Brain Imaging and Behavior, in press, 2011.

22. Xiang Ji, Junwei Han, Xintao Hu, Kaiming Li, Fan Deng, Jun Fang, Lei Guo and Tianming Liu, Retrieving Video Shots in Semantic Brain Imaging Space Using Manifold-Ranking, in press, ICIP 2011.

23. Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu, Discovering Dense and Consistent Landmarks in the Brain, accepted, IPMI 2011.

24. Jinglei Lv, Lei Guo, Xintao Hu, Kaiming Li, Tianming Liu, Activated Fibers: Fiber-centered Activation Detection in Task-based FMRI, accepted, IPMI 2011.

25. Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu, Fine Granularity Parcellation of Gyrus via Fiber Shape and Connectivity Based Features, accepted, ISBI 2011.

26. Dajiang Zhu, Kaiming Li, Carlos Faraco, Fan Deng, Degang Zhang, Xi Jiang, Hanbo Chen, Lei Guo, Stephen Miller, Tianming Liu, Optimization of Functional Brain ROIs via Maximization of Consistency of Structural Connectivity Profiles, accepted, ISBI 2011.

27. Chulwoo Lim, Xiang Li, Kaiming Li, Lei Guo, Tianming Liu, Brain State Change Detection via Fiber-centered Functional Connectivity Analysis, accepted, ISBI 2011.

28. Xintao Hu, Lei Guo, Degang Zhang, Kaiming Li, Tuo Zhang, Jinglei Lv, Junwei Han, Tianming Liu, Assessing the Dynamics on Functional Brain Networks using Spectral Graph Theory, accepted, ISBI 2011.

29. Yixuan Yuan, Lei Guo, Peili Lv, Xintao Hu, Degang Zhang, Junwei Han, Li Xie, Tianming Liu, Assessing Graph Models for Description of Brain Networks, accepted, ISBI 2011.

30. Faraco, C. C., Unsworth, N., Lagnely, J. Terry, D., Li, K., Zhang, D., Liu, T., and Miller, L.S., Complex Span Tasks Offer a Unique View of Working and Long Term Memory, NeuroImage, in press, 2010.

31. 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, Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles, accepted, NIPS 2010.

32. 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, Bridging Low-level Features and High-level Semantics via fMRI Brain Imaging for Video Classification, accepted as a full paper, ACM Multimedia, 2010.

33. Hanbo Chen, Lei Guo, Jingxin Nie, Tuo Zhang,  Xintao Hu, Tianming Liu,  A dynamic skull model for simulation of cerebral cortex folding, accepted, MICCAI 2010.

34. Jinglei Lv, Lei Guo, Xintao Hu, Tuo Zhang, Kaiming Li, Tianming Liu, Fiber-centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data, accepted, MICCAI 2010.

35. Gang Li, Lei Guo, Jingxin Nie, Kaiming Li, Tianming Liu, Direction Field Diffusion on Cortical Surface via Graph Cuts, accepted, CVPR MMBIA 2010.

36. Kaiming Li, Lei Guo, Gang Li, Jingxin Nie, Carlos Faraco, Guangbin Cui, Qun Zhao, Stephen Miller, Tianming Liu, Gyral folding pattern analysis via surface profiling, accepted, NeuroImage, 2010.

37. Jingxin Nie, Lei Guo, Gang Li, Carlos Faraco, Stephen Miller, Tianming Liu, A Computational Model of Cerebral Cortex Folding, Journal of Theoretical Biology, accepted, 2010.

38. Kaiming Li, Lei Guo, Gang Li, Jingxin Nie, Carlos Faraco, Qun Zhao, Stephen Miller, Tianming Liu, Cortical surface based identification of brain networks using high spatial resolution resting state fMRI data, accepted, International Symposium of Biomedical Imaging (ISBI) 2010.

39. Degang Zhang, Lei Guo, Gang Li, Jingxin Nie, Xi Jiang, Fan Deng, Kaiming Li, Dajiang Zhu, Qun Zhao, Tianming Liu, Automatic cortical surface parcellation based on fiber density informaiton, accepted, International Symposium of Biomedical Imaging (ISBI) 2010.

40. Yixuan Yuan, Lei Guo, Gang Li, Tuo Zhang, Xintao Hu, Tianming Liu, Joint anlaysis of cortical folding pattern, thickness and fiber density using structural and DTI data, accepted, International Symposium of Biomedical Imaging (ISBI), 2010.

41. Tuo Zhang, Lei Guo, Xintao Hu, Gang Li, Jingxin Nie, Xi Jiang, Degang Zhang, Tianming Liu, Joint analysis of fiber shape and cortical folding patterns, accepted, International Symposium of Biomedical Imaging (ISBI), 2010.

42. Gang Li, Lei Guo, Jingxin Nie, Tianming Liu, An automated pipleline for sulci fundi extraction, Medical Image Analysis, accepted, 2010.

43. Hai Li, Zhong Xue, Lei Guo, Tianming Liu, Jill Hunter, Stephen Wong, A Hybrid Approach to Automatic Clustering of White Matter Fibers, NeuroImage, Volume 49, Issue 2, Pages 1249-1258 2010.

44. Kaiming Li, Lei Guo, Jingxin Nie, Gang Li, Tianming Liu, Review of Methods for Functional Brain Connectivity Detection Using fMRI. Computerized Medical Imaging and Graphics, Volume 33, Issue 2, March 2009, Pages 131-139.

45. Gang Li, Lei Guo, Jingxin Nie, Tianming Liu, Automatic Cortical Sulcal Parcellation Based on Surface Principal Direction Flow Field Tracking, Neuroimage, 2009.

46. Jingxin Nie, Zhong Xue, Tianming Liu, Geoffrey S. Young, Kian Setayesh, Lei Guo, Stephen T.C. Wong, Automated brain tumor segmentation using spatial accuracy-weighted hidden Markov Random Field, Computerized Medical Imaging and Graphics, Volume 33, Issue 6, 2009, Pages 431-441.

47. Gang Li, Lei Guo, Tianming Liu. Deformation invariant attribute vector for deformable registration of longitudinal brain MR images, Computerized Medical Imaging and Graphics, Volume 33, Issue 5, July 2009, Pages 384-398.

48. Walker LM, Katzir T, Liu T, Ly J, Corriveau K, Barzillai M, Chu F, O'Connor MG, Hackney DB, Chang BS. Gray matter volumes and cognitive ability in the epileptogenic brain malformation of periventricular nodular heterotopia. Epilepsy Behav, 2009.

49. Gang Li, Lei Guo, Jingxin Nie and Tianming Liu, Automatic Cortical Sulcal Parcellation Based on Surface Principal Direction Flow Field Tracking, Information Processing in Medical Imaging (IPMI), 2009.

50. Jingxin Nie, Lei Guo, Tianming Liu, A computational model of cerebral cortex folding, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2009.

51. Tuo Zhang, Lei Guo, Gang Li, Jingxin Nie, Tianming Liu, Parametric representation of cortical surface folding via polynomials, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2009.

52. Kaiming Li, Lei Guo, Gang Li, Jingxin Nie, Carlos Faraco, Qun Zhao, L. Stephen Miller, Tianming Liu, Gyral folding pattern analysis via surface profiling, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2009.

53. Tianming Liu, Jingxin Nie, Ashley Tarokh, Lei Guo, Stephen TC Wong, Reconstruction of Central Cortical Surface from MRI Brain Images: Method and Application. NeuroImage, 40(3):991-1002, 2008.

54. Tianming Liu, Winnie CW Chu, Geoffrey Young, Kaiming Li, Benson HY Yeung, Lei Guo, Gene CW Man, Wynnie WM Lam, Stephen TC Wong, Jack CY Cheng, MR analysis of Regional Brain Volume in Adolescent Idiopathic Scoliosis: neurological manifestation of a systemic disease, Journal of Magnetic Resonance Imaging, 27(4):732-6, 2008.

55. Tianming Liu, Hai Li, Kelvin Wong, Ashley Tarokh, Lei Guo, Stephen Wong, Brain Tissue Segmentation Based on DTI Data, NeuroImage, 38(1):114-23, 2007.

56. Tianming Liu, Geoffrey Young, Ling Huang, Nan-Kuei Chen, Stephen Wong. 76-space Analysis of Grey Matter Diffusivity: Methods and Applications. Neuroimage. 2006;15(31):51-65.

57. Tianming Liu, Dinggang Shen, and Christos Davatzikos. Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping. NeuroImage. 2004;22(4):1790-801.

58. Bernard S. Chang, M.D.* Tami Katzir, Ph.D.* Tianming Liu, Kathleen Corriveau, Mirit Barzillai, Kira A Apse,  Adria Bodell, David Hackney, David Alsop, Stephen Wong, Christopher A. Walsh, A structural basis for reading fluency:  White matter fiber tracts and reading disability in a neuronal migration disorder *These authors contributed equally to this work, Neurology, 69: 2146-2154, 2007.

59.  V Mok, Tianming Liu, W.W.M. Lam, A Wong, X Hu, L Guo; XY Chen, KS Wong, S Wong, Neuroimaging predictors for cognitive impairment in confluent white matter lesion: Volumetric analyses of 99 brain regions,   Dementia and Geriatric Cognitive Disorders, 25(1):67-73, 2007.

60. Sibel Kantarci, Lihadh Al-Gazali, Robert S. Hill, Dian Donnai, Graeme C.M. Black, Eric Bieth,  Nicolas Chassaing, Didier Lacombe, Koen Devriendt, Ahmad Teebi, Maria Loscertales, Caroline Robson, Tianming Liu, David T. MacLaughlin, Kristin M. Noonan, Meaghan K. Russell, Christopher A. Walsh, Patricia K. Donahoe, Barbara R. Pober, Mutations in megalin, a multi-ligand receptor, cause Donnai-Barrow syndrome characterized by corpus callosum, ocular, neurosensory, craniofacial, and diaphragmatic defects, Nature Genetics, 39(8):957-959, 2007.

61. Jingxin Nie, Tianming Liu, Gang Li, Geoffrey Young, Ashley Tarokh, Lei Guo, Stephen TC Wong, Least-Square Conformal Brain Mapping with Spring Energy, Computerized Medical Imaging and Graphics, 31(8):656-664, 2007.

62. William A. Campbell, Henrik Zetterberg, Stephanie Baulac, Tianming Liu, Stephen T. C. Wong, Tao Zhong, Weiming Xia. Zebrafish lacking Alzheimer presenilin enhancer 2 (Pen-2) demonstrate excessive p53-dependent apoptosis and neuronal loss. Journal of Neurochemistry. 2006;96:1423-40.

63. Tianming Liu, J Lu, Y Wang, William A Campbell, Ling Huang, J Zhu, Weiming Xia, Stephen Wong. Computerized Image Analysis for Quantitative Neuronal Phenotyping in Zebrafish. Journal of Neuroscience Methods. 2006;153(2):190-202.

64. Gang Li, Tianming Liu, Jingxin Nie, Lei Guo, Stephen Wong, A Novel Method for Cortical Sulcal Fundi Extraction, Medical Image Computing and Computer-Assisted Intervention (MICCAI), Sept. 2008.

65. Nie J, Tianming Liu, Guo L, Stephen TC Wong. Reconstruction of central cortical surface from brain MRI images: Method and Application. In: International Symposium of Biomedical Imaging (ISBI); Washington DC. April 2007.

66. Li H, Tianming Liu, Guo L, Stephen TC Wong. Deformable registration of DTI and SPGR images. In: International Symposium of Biomedical Imaging (ISBI); Washington DC. April 2007.

67. Gang Li, Tianming Liu, Geoffrey Young, Lei Guo, and Stephen TC Wong. Deformation invariant attribute vector for 3D medical image registration. In: International Symposium on Biomedical Imaging (ISBI); Washington DC. 2006. p. 1308 - 1311.

68. Jingxin Nie, Tianming Liu, Geoffrey Young, Lei Guo, and Stephen TC Wong. Least-square conformal mapping with spring energy. In: International Symposium on Biomedical Imaging (ISBI); Washington DC. ;2006. p. 1308 - 1311.

69. Hai Li, Tianming Liu, Geoffrey Young, Lei Guo, and Stephen TC Wong. Brain tissue segmentation based on DWI/DTI data. In: International Symposium on Biomedical Imaging (ISBI); Washington DC. 2006. p. 442 - 445.

70. Tianming Liu, Geoffrey Young, Ling Huang, Nan-Kuei Chen, Stephen TC Wong. 76-space Analysis of Grey Matter Diffusivity: Methods and Applications. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI); Palm Springs. 2005. p. 148-155.

71. Tianming Liu, Dinggang Shen, and Christos Davatzikos. Predictive Modeling of Anatomic Structures Using Canonical Correlation Analysis. In: International Symposium on Biomedical Imaging (ISBI); Washington DC. 2004. p. 1279- 1282.

72. Tianming Liu, Dinggang Shen, and Christos Davatzikos. Deformable Registration of Tumor-diseased Brain Images. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI); St. Malo, France. 2004. p. 720-728.

73. Tianming Liu, Dinggang Shen, and Christos Davatzikos. Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI); Montreal, Canada. 2003. p. 780-787.

Bioimaging (Selected):

74. Anirban Mukhopadhyay, Zhen Qian, Suchi Bhandarkar, Tianming Liu, Sarah Rienhart, Morphological analysis of the left ventricular endocardial surface and its clinical implications, accepted, MICCAI 2012.

75. Yanting Lu, Jianfeng Lu, Tianming Liu, Jingyu Yang, Automated Gene Oscillation Phase Classification for Zebrafish Presomitic Mesoderm Cells, Cytometry, A, accepted, 2011.

76. Anirban Mukhopadhyay, Zhen Qian, Suchendra Bhandarkar, Tianming Liu, Szilard Voros, Shape analysis of left ventricular endocardial surface and its application in detecting coronary artery disease , Sixth International Conference on Functional Imaging and Modeling of the Heart (FIMH), accepted, 2011.

77. Yanting Lu, Jingfeng Lu, Tianming Liu, Jingyu Yang, Automated Cell Phase Classification for Zebrafish Fluorenscence Microscope Images, ICPR 2010.

78. Tianming Liu, Gang Li, Jingxin Nie, Ashley Tarokh, Xiaobo Zhou, Lei Guo, Jarema Malicki, Weiming Xia, Stephen TC Wong, An Automated Cell Detection Method for Cell Detection in Zebrafish, Neuroinformatics, 6(1):5-21, 2008.

79. Tianming Liu, Jingxin Nie, Gang Li, Lei Guo, Stephen Wong, ZFIQ: a software package for zebrafish biology, Bioinformatics, 24(3):438-9, 2007.

80. Tianming Liu. A quantitative zebrafish phenotyping tool for developmental biology and disease modeling. IEEE Signal and Processing Magazine. 2007;24(1):126-129.

81. Gang Li, Tianming Liu, Jingxin Nie, Lei Guo, Jarema Malicki, Andrew Mara, Scott Holley, Weiming Xia, Stephen Wong. Detection of Blob Objects in Microscopic Zebrafish Images Based on Gradient Vector Diffusion. Cytometry A. 71(10):835-45, 2007.

82. Gang Li, Tianming Liu, Jingxin N, Guo L, Andrew M, Holley S, Zhu J, Chen J, Wong STC. Segmentation of touching cell nuclei using gradient flow tracking, Journal of Microscopy, 231(1): 47-58, 2008.

83. Gang Li, Tianming Liu, Ashley Tarokh, Jingxin Nie, Lei Guo, Andrew Mara, Scott Holley, Stephen TC Wong, 3D Cell Segmentation Based on Gradient Flow Tracking, BMC Cell Biology, 8(1):40, 2007.

84. Li G, Tianming Liu, Nie J, Guo L, Stephen TC Wong. Segmentation of touching cells using gradient flow tracking. In: International Symposium of Biomedical Imaging (ISBI); Washington DC, April 2007.

85. Tianming Liu and A Docef. Eval-Ware: Medical Imaging Resources. IEEE Signal Processing Magazine. 2006;23(4):136-137.

Multimedia (Selected):

86. Sheng He, Junwei Han, Xintao Hu, Ming Xu, Lei Guo, Tianming Liu, A Biologically Inspired Computational Model for Image Saliency Detection, in press, ACM Multimedia, 2011.

87. Tianming Liu, Hong-Jiang Zhang, and Feihu Qi. A Systematic Rate Controller for MPEG-4 FGS Video Streaming. ACM/Springer Multimedia Systems. 2004;8(5):369-379.

88. Tianming Liu, Hong-Jiang Zhang, and Feihu Qi. A Novel Video Key Frame Extraction Algorithm based on Perceived Motion Energy Model. IEEE Transactions on Circuits and Systems for Video Technology. 2003;13(10):1006-1013.

89. Tianming Liu, Hong-Jiang Zhang, and Feihu Qi, Perceptual Frame Dropping in Adaptive Video Streaming, in, IEEE International Symposium on Circuits and Systems (ISCAS), Arizona, 2002. pp. Special section on Multimedia.

90. Tianming Liu, Hong-Jiang Zhang, and Feihu Qi, A Novel Video Key Frame Extraction Algorithm, in, IEEE International Symposium on Circuits and Systems (ISCAS), Arizona, 2002, pp. 149-152.

81. Tianming Liu, Wei Qi, Hong-Jiang Zhang, and Feihu Qi, A Systematic Rate Controller for MPEG-4 FGS Video Streaming, in, IEEE International Conference on Image Processing (ICIP), Greece, 2001, pp. 985-988.

92. Tianming Liu, Wei Qi, Hong-Jiang Zhang, and Feihu Qi, A Content-aware Rate Controller for Streamed Delivery of MPEG-4 FGS Video, in, IEEE International Conference on Multimedia and Expo (ICME), Tokyo Japan, 2001, pp. 669- 672.