Title :
Application of Singular Value Decomposition to estimation of displacements of deformable grid nodes
Author :
Marek Gozdzik;Krzysztof Slot
Author_Institution :
Institute of Electronics, Technical University of ??d?, W?lcza?ska 211/215, 90-924, Poland
Abstract :
This paper presents a method for estimation of a direction of displacements of deformable template nodes in vector fields. Appropriate displacement vectors are determined using singular value decomposition of Jacobian of a field, computed at nodepsilas location. The derived direction can be used for updating node locations if vector information stored at a node does not match local properties of a field.
Keywords :
"Singular value decomposition","Object recognition","Deformable models","Matrix decomposition","Jacobian matrices","Active contours","Image processing","Information analysis","Performance analysis","Geometry"
Conference_Titel :
Signals and Electronic Systems, 2008. ICSES ´08. International Conference on
Print_ISBN :
978-83-88309-47-2
DOI :
10.1109/ICSES.2008.4673423