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CHIA-MING CHENG Postdoctoral Research Fellow Department of Computer Science National Tsing
Hua University Hsinchu 300,
Taiwan +886-3-5715131 ext.33927 |
Education Ph.D., Dept. Computer Science, National
Tsing Hua University, Hsinchu, Taiwan, Jan 2009 M.S., Dept. Computer Science, National
Tsing Hua University, Hsinchu, Taiwan, Sep 2001 B.S., Dept. Engineering and System
Science, National Tsing Hua University, Hsinchu, Taiwan, Sep 1999 |
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Research Interest Computer Vision, Computer Graphics,
Image-based Modeling, 3DTV Imaging |
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Research Experience / Project Participation 1. Multiple-Stereo 3D
Reconstruction System Incorporated with Silhouette Information [III-NTHU
Collaboration Project, 2009] 2. Efficient Robust Model Fitting
Algorithm [NSC Project, 2006-08] 3. Multiple Novel View Generation
from Uncalibrated Stereo Video for Autostereoscopic Displays [ITRI-NTHU
Collaboration Project, 2007-08] 4. 3D Human Body Tracking System [ITRI-NTHU
Collaboration Project, 2006] 5. Fast and Robust Structure from
Motion for Data Containing Uncertain Outliers [NSC Project, 2004-06] 6. 3D Face Modeling and Animation
on PDA [A&W-NTHU Collaboration Project, 2004] 7. 3D Reconstruction of Chinese
Treasures of Jadeite Material [ITRI-NTHU Collaboration Project, 2004 ] 8. 3D Face Pose and Structure
Estimation on Video Sequence [NSC
Project, 2003] 9. 3D Object Reconstruction from
Video [ArcSoft-NTHU Collaboration Project, 2002] 10.
Human Body Tracking on Video Sequences [ITRI-NTHU Collaboration Project,
2002] 11.
Face Detection using Support Vector Machine [Ulead-NTHU Collaboration
Project, 2001] 12.
3D Face Model Reconstruction from Two Images [Program for Promoting Academic
Excellence of Universities, 1999-2002] |
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Teaching Experience 1.
Lecturer for [QF2001] Data
Structure, Fall 2004 2.
Lecturer for [CS1355]
Introduction to Programming, Spring 2003 3.
Teaching Assistant of professor S.-H. Lai for [CS6550] Computer Vision,
Spring 2003 4.
Teaching Assistant of professor S.-H. Lai for [CS6550] Computer Vision, Fall
2002 5.
Teaching Assistant of professor S.-H. Lai for [CS6531] Algorithm for Image
Analysis, Spring 2001 6.
Teaching Assistant of professor S.-H. Lai for [CS6550] Computer Vision, Fall
2001 7.
Teaching Assistant of professor S.-H. Lai for [CS6550] Computer Vision, Fall
2000 8.
Teaching Assistant of professor S.-H. Lai for [CS2403] Programming Language,
Spring 2000 |
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Publication List A. Journal Papers 1. C.-M.
Cheng and S.-H. Lai. “A consensus sampling technique for fast and robust
model fitting.” Pattern Recognition,
42: pp. 1318-1329, 2009. (SCI, EI) 2. C.-M.
Cheng, S.-F. Wang, C.-H. Teng, and S.-H. Lai. “Image-based three-dimensional
model reconstruction for Chinese treasure - jadeite cabbage with insects.” Computers
& Graphics, 32: 682–694, 2008. (SCI, EI) 3. J.-F.
Huang, S.-H. Lai, and C.-M. Cheng. “Robust fundamental matrix
estimation with accurate outler detection.” Journal of Information Science
and Engineering, 23(4): 1213–1227, 2007. (SCI, EI) B. Conference Papers 1. C.-M. Cheng, X.-A. Hsu, and S.-H. Lai. “A novel
structure-from-motion strategy for refining depth map estimation and
multi-view synthesis in 3dtv”. In IEEE Int’l Conf. Multimedia and Expo
(ICME10), Singapore, July 19-23, 2010.
2. C.-M. Cheng, L.-H. Chin, X.-A. Hsu, and S.-H. Lai. “Temporally
consistent depth map estimation from stereo video sequences” In Int'l Conf. on
3D Systems and Applications (3DSA10), Tokyo, Japan, May 19-21, 2010. 3. S.-J. Lin, C.-M. Cheng, and S.-H. Lai.
“Spatio-temporally consistent multi-view video synthesis for autostereoscopic
displays” In IEEE Pacific-Rim Conf. on Multimedia (PCM09), Bangkok, Thailand,
Dec 15-18, 2009. 4. C.-H. Sin, C.-M., Cheng, S.-H. Lai, and S.-Y.
Yang. “Geodesic tree-based dynamic programming for fast stereo
reconstruction.” In IEEE ICCV ECV Workshop (Embedded Computer Vision), Kyoto,
Japan, Oct 3, 2009. 5. C.-M. Cheng, S.-J. Lin, S.-H. Lai, K. Lee. “Efficient multiple
virtual view generation based on reduced depth stereo image for advanced
autostereoscopic displays.” In IEEE Int’l Conf. Multimedia and Expo (ICME09),
New York, June 28 - July 3, 2009. 6. C.-M. Cheng, S.-H. Lai, and S.-H. Su. “Self image rectification
for uncalibrated stereo video with varying camera motions and zooming
effects.” In IAPR Conf. Machine Vision Application (MVA09), Keio University,
Japan, May 20-22, 2009. 7. C.-M. Cheng, S.-J. Lin, S.-H. Lai, K. Lee. “Novel multi-view
generation algorithm based on two-layered depth image for 3DTV.” In Proc.
IDMC/3DSA/Asia Display 09, Taipei, Taiwan, April 27-30, 2009. 8. C.-M. Cheng, S.-J. Lin, S.-H. Lai, J.-C. Yang. “Improved novel
view synthesis from depth image with large baseline.” In IEEE Proc. Int’l
Conf. on Pattern Recognition (ICPR08), Tampa, Florida, USA, Dec. 2008. 9. C.-M. Cheng, P.-H. Huang, and S.-H. Lai, “Robust metric structure
from motion for an extended sequence with outliers and missing data.” In IEEE
Proc. ICCV BenCOS Workshop (Towards Benchmarking Automated Calibration,
Orientation and Surface Reconstruction from Images), Beijing, China, Oct.15,
2005. 10. C.-M. Cheng, S.-F. Wang; C.-H. Teng, P.-H. Huang, Y.-C. Chien,
S.-H. Lai. “Three-dimensional model reconstruction for treasures of jadeite
material from uncalibrated image sequences.” In SPIE Proc. Videometrics,
V(5665): 320-331, San Jose, California, USA, Jan. 2005. 11. P.-H. Huang, Y.-L. Chen, C.-M. Cheng, Y.-A. Lu, and S.-H. Lai.
“Robust 3D object model reconstruction from video.” In SPIE Proc.
Three-Dimensional Image Capture and Applications VI, (5302): 156-167, San
Jose, California, Jan. 2004. 12. C.-M. Cheng, Shang-Hong Lai, and K.-Y. Chang. “A PDM based
approach to recovering 3D face pose and structure from video.” In IEEE Proc.
Information Technology: Research and Education, Newark, New Jersey, USA,
August 10-13, 2003. 13. C.-M. Cheng and S.-H. Lai. “An integrated approach to 3D face
model reconstruction from video.” In IEEE Proc. ICCV RATFG-RTS Workshop
(Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time
Systems), pp.16-23, Vancouver, Canada, July 2001. 14. S.-H. Lai and C.-M. Cheng. “Three-dimensional face model creation from video.”
SPIE Proc. of Conf. on Three-dimensional Image Capture and Applications IV,
Vol. 4298, San Jose, Jan. 2001. C. Local Conference and Journal Papers 1. P.-H. Huang, C.-M.
Cheng, H.-L. Yang, S.-H Lai, and S.-Y. Yang. “On-line 3D modeling system
using a general webcam and a turntable.” In IPPR Proc. CVGIP,
Sitou, Taiwan, 2009. 2. C.-M. Cheng and S.-H. Lai.
“Robust 2D-3D pose estimation from noisy data.” In IPPR Proc.CVGIP,
Hua-Lien, Taiwan, Aug. 2004. 3. C.-M. Cheng and S.-H. Lai, “3D face model
reconstruction from an image sequence.” Image and Recognition, Vol.
7, No. 1, 2001. 4. C.-M. Cheng and S.-H. Lai. “Computing individualized
3D face model from an image sequence.” In IPPR Proc.CVGIP, Kending,
Taiwan, Aug. 2001. 5. S.-H. Lai and C.-M. Cheng. “3D head model
reconstruction from video.” Workshop on the 21st Century Digital
Life and Internet Technologies, Tainan, Taiwan, May 2001. |
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Honors 1. The First Prize of the Graduate Student Thesis Contest for The Year
by the Chinese Institute of Electrical Engineering, 2001 2. The Excellence Prize of ACER Long-term Science
and Technology Thesis Contest, 2001 |