Jian Cheng's CV

Statistical computing on manifolds and its applications
PDE methods and their applications
Computer vision, medical image analysis
Diusion MRI, functional MRI
Image registration, segmentation, regularization
Clustering, pattern recognition
Inverse problems, compressive sensing

INRIA Sophia Antipolis

University of Nice-Sophia Antipolis

September 2008 - May 2012

Education

Ph.D. in Medical Image Analysis

Institute of Automation, Chinese Academy of Sciences

September 2005 - May 2012

M.S. & Ph.D. in Medical Image Analysis

Harbin Institute of Technology

September 2001 - July 2005

B.S., major in Electrical Engineering, minor in Computer Science

Awards

Student Travel Award, MICCAI 2011

2011

Second Prize of Pan-Deng Scholarship,

CASIA

2009 - 2010

Triple-A Outstanding Student Award,

CASIA

2009 - 2010

Bourse Doctorales en Alternance

(

Bourse du Gouvernement Francais

)

2008 - 2011

Excellent Diploma Thesis,

HIT

July 2005

Third Class Scholarship,

HIT

2003 - 2004

First Class Scholarship,

HIT

2002 - 2003

Second Class Scholarship,

HIT

2001 - 2002

Research Assistant

Research

Experience

Athena

Odyssee

Project Team,

INRIA Sophia Antipolis

September 2008 - present

LIAMA

Institute of Automation, Chinese Academy of Sciences

September 2005 - present

Summer School

1st Sino-USA Summer School in Vision, Learning, and Pattern Recognition

July 20 - 27, 2009

Sino-French Summer School and Workshop on Mathematical Methods

for Multi-Channel Image Processing,

July 3 - 8, 2006

Reviews

Professional

Activities

IEEE Transactions on Medical Imaging

MICCAI 2011-2012

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Programming : C/C++, shell, Matlab, Mathematica, Maple

Technical Skills

Tools : Vim, L

TEX, CMake, Git, SVN

Operating Systems : Linux, Windows

Journal Papers

Publications

1. Jian Cheng, Aurobrata Ghosh, Rachid Deriche, Tianzi Jiang, \An Intrinsic Dieomorphism In-

variant Riemannian Framework for Probability Density Function Computing in diusion MRI",

IEEE Transaction on Medical Imaging (in revision)

2. Nianming Zuo, Jian Cheng, Tianzi Jiang, \Diusion Magnetic Resonance Imaging for Brainne-

tome : A Critical Review", Neuroscience Bulletin (accepted)

Conference Papers

1. Jian Cheng, Tianzi Jiang, Rachid Deriche, \Nonnegative Denite EAP and ODF Estimation via

a Unied Multi-Shell HARDI Reconstruction", in Proceedings of 15th International Conference

on Medical Image Computing and Computer Assisted Intervention (MICCAI'12), Nice, October

1-5, 2012. (MICCAI Student Travel Award)

2. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,

\Dieomorphism Invariant Rieman-

nian Framework for Ensemble Average Propagator Computing"

, in Proceedings of 14th Internatio-

nal Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'11),

Toronto, September 18-22, 2011. (MICCAI Student Travel Award)

3. Jian Cheng, Tianzi Jiang, Rachid Deriche,

\Theoretical Analysis and Practical Insights on EAP

Estimation via a Unied HARDI Framework"

, Computational Diusion MRI workshop (CDM-

RI'11), in conjunction with the MICCAI'11, Toronto, September 18-22, 2011. (Oral)

4. Jian Cheng, Sylvain Merlet, Aurobrata Ghosh, Emmanuel Caruyer, Tianzi Jiang, Rachid Deriche,

\Compressive Sensing Ensemble Average Propagator Estimation via L1 Spherical Polar Fourier

Imaging"

, Computational Diusion MRI workshop (CDMRI'11), in conjunction with the MIC-

CAI'11, Toronto, September 18-22, 2011. (Oral)

5. Emmanuel Caruyer, Jian Cheng, Christophe Lenglet, Guillermo Sapiro, Tianzi Jiang, Rachid

Deriche,

\Optimal Design of Multiple Q-shells experiments for Diusion MRI"

, Computational

Diusion MRI workshop (CDMRI'11), in conjunction with the MICCAI'11, Toronto, September

18-22, 2011. (Oral)

6. Sylvain Merlet, Jian Cheng, Aurobrata Ghosh, Rachid Deriche,

\Spherical Polar Fourier EAP

and ODF Reconstruction via Compressed Sensing in Diusion MRI"

, in Proceedings of 2011 IEEE

International Symposium on Biomedical Imaging : From Nano to Macro (ISBI'11), Chicago,

United States, March 30 - April 2, 2011.

7. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,

\Model-free and Analytical EAP

Reconstruction via Spherical Polar Fourier Diusion MRI"

, in Proceedings of 13th International

Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'10),

Beijing, September 20-24, 2010.

8. Jian Cheng, Aurobrata Ghosh, Rachid Deriche, Tianzi Jiang,

\Model-Free, Regularized, Fast,

and Robust Analytical Orientation Distribution Function Estimation"

, in Proceedings of 13th In-

ternational Conference on Medical Image Computing and Computer Assisted Intervention (MIC-

CAI'10), Beijing, September 20-24, 2010.

9. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,

\A Riemannian Framework for

Orientation Distribution Function Computing"

, in Proceedings of 12th International Conference

on Medical Image Computing and Computer Assisted Intervention (MICCAI'09), London, Sep-

tember 20-24, 2009.

10. Jian Cheng, Feng Shi, Kun Wang, Ming Song, Jiefeng Jiang, Lijuan Xu, Tianzi Jiang,

\Nonpa-

rametric Mean Shift Functional Detection on Functional Space for Task and Resting-state fMRI"

Workshop on fMRI data analysis : statistical modeling and detection issues in intra- and inter-

subject functional MRI data analysis, in conjunction with the MICCAI 2009, London, September

20-24, 2009. (Oral)

11. Xi Li, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang, Mingliang Zhu, Jian Cheng,

\Visual tracking

via incremental Log-Euclidean Riemannian subspace learning"

, in Proceedings of IEEE Interna-

tional Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska.

June 24-26, 2008.

Conference Abstracts

2 of 3

1. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, and Rachid Deriche,

\A Riemannian Framework

for Ensemble Average Propagator Computing"

, 19th Scientic Meeting and Exhibition of the

ISMRM, Montreal, Canada, May 7-13, 2011.

2. Jian Cheng, Sylvain Merlet, Aurobrata Ghosh, Emmanuel Caruyer, Tianzi Jiang, and Rachid

Deriche,

\Compressive Sensing Ensemble Average Propagator Estimation via L1 Spherical Polar

Fourier Imaging"

, 19th Scientic Meeting and Exhibition of the ISMRM, Montreal, Canada, May

7-13, 2011.

3. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,

\Fast, model-free, analytical diu-

sion PDF prole estimation from the DWI signals"

, in Proceedings of the Sixteenth Annual Meeting

of the Organization for Human Brain Mapping (OHBM'10), Barcelona, Span, June 6-10, 2010

4. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,

\Fast, Model-Free, Analytical ODF

Reconstruction from the Q-Space Signal"

, in Proceedings of the Sixteenth Annual Meeting of the

Organization for Human Brain Mapping (OHBM'10), Barcelona, Span, June 6-10, 2010.

5. Jian Cheng, Aurobrata Ghosh, Tianzi Jiang, Rachid Deriche,

\Riemannian Median and Its Ap-

plications for Orientation Distribution Function Computing"

, in Proceedings of 18th Scientic

Meeting and Exhibition of the ISMRM, Stockholm, Sweden, May 1-7, 2010.

Research

Presentations

1. \Theoretical Analysis and Practical Insights on EAP Estimation via a Unied HARDI Framework",

MICCAI workshop on Computational Diusion MRI workshop (CDMRI'11), Toronto, 2011

2. \Compressive Sensing Ensemble Average Propagator Estimation via L1 Spherical Polar Fourier

Imaging", MICCAI workshop on Computational Diusion MRI workshop (CDMRI'11), Toronto,

2011

3. \Optimal Design of Multiple Q-shells experiments for Diusion MRI", MICCAI workshop on Com-

putational Diusion MRI workshop (CDMRI'11), Toronto, 2011

4. \Mathematical Modeling for Diusion Magnetic Resonance Imaging", invited talk, International

Conference on Mathematical Methods for Imaging, Guangzhou, China, 2010.

5. \Nonparametric Mean Shift Functional Detection on Functional Space for Task and Resting-state

fMRI", MICCAI workshop on fMRI data analysis : statistical modeling and detection issues in

intra- and inter-subject functional MRI data analysis, London, 2009

Rachid Deriche

, Professor

Tianzi Jiang

, Professor

Rachid.Deriche@inria.fr

jiangtz@nlpr.ia.ac.cn

Athena

Odyssee

Project Team

Center for Computational Medicine

LIAMA

INRIA Sophia Antipolis

Institute of Automation, Chinese Academy of Sciences

France

China

References

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