CALL FOR PAPERS
International Journal of Image and Graphics (IJIG)
Special Issue on
Deformable Models for Image Analysis and Pattern Recognition
Guest Editors: Jian-Zhong Qian (Siemens Corporate Research)
Dit-Yan Yeung (Hong Kong University of Science and Technology)
Deformable models are shape-varying models which provide the flexibility
for modeling intra-class shape variations commonly found in many image
analysis and pattern recognition problems. The past 10 to 15 years have
witnessed major advances in deformable model research. On the
theoretical side, a number of different models and the associated
algorithms for addressing their computational aspects have been
proposed. This topic has appealed to a number of serious researchers,
largely due to its principled theoretical framework which overcomes the
ad hoc nature of some previous methods. Besides having a strong
theoretical foundation, deformable models have also found successes in
many application areas, including medical image analysis, industrial
inspection, handwriting recognition, face and gesture recognition, and
other computer vision tasks.
The goal of this Special Issue is to solicit and publish high-quality
research papers that report original research on recent theoretical
advances and novel applications in this topic. Issues of interest to
this Special Issue include, but are not limited to, the following:
Unifying framework Taxonomy/categorization of models
Model representation Geometric invariance
Model generation Model initialization
Coarse-to-fine matching Bidirectional matching
Model parameter learning Model topology adaptation
Optimization criteria Regularization
Convergence analysis Bayesian methods
Fuzzy methods Dynamic graph matching
Robust statistics Spatiotemporal models
Mixture models Efficient implementation
3D detection and tracking 3D segmentation
Novel applications
Schedule:
16 September 2002 Paper due
15 January 2003 Acceptance notification
15 March 2003 Final paper due
Submission Procedure:
Authors should follow the paper preparation guidelines described at
http://www.worldscinet.com/ijig/ijig.shtml. All submitted papers will
be reviewed according to the guidelines and standards of the
International Journal of Image and Graphics.
Addresses for Submission:
Papers should be sent directly to one of the editors. Electronic
submission in PS or PDF format (only) via e-mail attachment is
acceptable.
Jian-Zhong Qian, Siemens Corporate Research
755 College Road East, Princeton, NJ 08540 USA
JianZhong.Qian@scr.siemens.com
Dit-Yan Yeung, Department of Computer Science
Hong Kong University of Science and Technology
Clear Water Bay, Kowloon, Hong Kong
dyyeung@cs.ust.hk
http://www.cs.ust.hk/~dyyeung/
The PDF version of this Call-for-Papers announcement can be downloaded from:
http://www.cs.ust.hk/~dyyeung/cfp-ijig-dm.pdf