A Framework for Feature Extraction of Images by Energy Minimization

Satoshi NAKAGAWA  Takahiro WATANABE  Yuji KUNO  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E77-D   No.11   pp.1213-1218
Publication Date: 1994/11/25
Online ISSN: 
DOI: 
Print ISSN: 0916-8532
Type of Manuscript: Special Section PAPER (Special Issue on Computer Vision)
Category: 
Keyword: 
active contour model,  energy minimization,  multiple images,  motion tracking,  stereo matching,  

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Summary: 
This paper describes a new feature extraction model (Active Model) which is extended from the active contour model (Snakes). Active Model can be applied to various energy minimizing models since it integrates most of the energy terms ever proposed into one model and also provides the new terms for multiple images such as motion and stereo images. The computational order of energy minimization process is estimated in comparison with a dynamic programming method and a greedy algorithm, and it is shown that the energy minimization process in Active Model is faster than the others. Some experimental results are also shown.