A Tool Chain for Active Shape Model

@article{Zhang2012ATC,
  title={A Tool Chain for Active Shape Model},
  author={Fan Zhang and Ruimin Shen and Lishuang Xu and Gang Chen and Jiajun Wang},
  journal={2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics},
  year={2012},
  volume={2},
  pages={226-229}
}
We present a tool chain to make the use of ASM algorithm in applications more easily. Active shape models (ASMs) are statistical models for deformable objects. It has been widely used for facial feature localization. But using the ASM is complex and requires a lot of work. This paper presents the design and implementation of a tool chain for the ASM based application. It includes labeling tool, training tool, fitting tool and test tool respectively. The labeling tool is used to label the… CONTINUE READING

References

Publications referenced by this paper.
SHOWING 1-10 OF 14 REFERENCES

Trainingmodels for shape from sets of examples

T. F. Cootes, C. J. Taylor, DH Cooper
  • In Proc. British Machine Vision Conference,
  • 1992
VIEW 9 EXCERPTS
HIGHLY INFLUENTIAL

Active Appearance Models

  • IEEE Trans. Pattern Anal. Mach. Intell.
  • 2001
VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL

Support vector machine" Internet: http://en.wikipedia.org/wiki/Support_vector_machine, April

EmausBot
  • [April
  • 2012
VIEW 1 EXCERPT

VOSM (Vision Open Statistical Models, C++)

Pei Jia
  • Internet: http://www.visionopen.com/downloads/vosm/ , April
  • 2012
VIEW 1 EXCERPT

Gender recognition based on face images. Master’s thesis, School of Electronics and Electric Engineering Shanghai

Ziyi Xu
  • Jiao Tong University,
  • 2009
VIEW 1 EXCERPT

Analysis of sexual dimorphism in human face

  • J. Visual Communication and Image Representation
  • 2007
VIEW 1 EXCERPT

Facial features extraction in color images using enhanced active shape model

  • 7th International Conference on Automatic Face and Gesture Recognition (FGR06)
  • 2006
VIEW 1 EXCERPT

Gender classification with support vector machines

  • Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580)
  • 2000
VIEW 1 EXCERPT