Title :
Fast free-vibration modal analysis of 2-D physics-based deformable objects
Author :
Krinidis, Stelios ; Pitas, Ioannis
Author_Institution :
Dept. of Informatics, Aristotle Univ. of Thessaloniki, Greece
fDate :
3/1/2005 12:00:00 AM
Abstract :
This paper presents an accurate, very fast approach for the deformations of two-dimensional physically based shape models representing open and closed curves. The introduced models are much faster than other deformable models (e.g., finite-element methods). The approach relies on the determination of explicit deformation governing equations that involve neither eigenvalue decomposition, nor any other computationally intensive numerical operation. The approach was evaluated and compared with another fast and accurate physics-based deformable shape model, both in terms of deformation accuracy and computation time. The conclusion is that the introduced model is completely accurate and is deformed very fast on current personal computers (Pentium III), achieving more than 380 contour deformations per second.
Keywords :
image processing; modal analysis; vibrations; 2D physics-based deformable object; deformable model; deformation accuracy; eigenvalue decomposition; fast free-vibration modal analysis; finite-element method; image processing; Application software; Computer vision; Deformable models; Eigenvalues and eigenfunctions; Equations; Finite element methods; Modal analysis; Shape; Solid modeling; Surface fitting; Deformable curves; deformable model; eigenvalue decomposition; finite-element method; governing equation; modal analysis; real-time deformations; Algorithms; Artificial Intelligence; Cluster Analysis; Elasticity; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Lip; Movement; Numerical Analysis, Computer-Assisted; Online Systems; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Vibration;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2004.838693