Title :
Adaptive Topologies for Dimension of Cells in 2D-Images for Movement Detection
Author :
Grilo, Frederico J Lapa ; Figueiredo, João M G ; Dias, Octavio P. ; Amaral, Tito G.
Author_Institution :
Evora Univ., Evora
Abstract :
This paper proposes different topologies for cell dimensioning in 2D-images for movement detection in consecutive frames. These topologies use variable dimension working cells, in 2D-images, and the criteria for cell reduction are based on adaptive methods that account for previous searching results. The developed image processing methodology changes the cell´s working area, taking into account the detected movement amplitude. These reductions on the cell´s working area improve significantly the performance of the digital processing methodology.
Keywords :
feature extraction; image motion analysis; topology; user interfaces; 2D-images; adaptive cell dimensioning topologies; cell reduction; consecutive frame movement detection; image processing methodology; user interfaces; variable dimension working cells; Adaptive algorithm; Automation; Finite impulse response filter; Geometry; Image processing; Medical diagnosis; Motion detection; Pattern recognition; Robustness; Topology; Adaptive Function; Image Motion Detection; Variable Dimension Cells;
Conference_Titel :
Intelligent Signal Processing, 2007. WISP 2007. IEEE International Symposium on
Conference_Location :
Alcala de Henares
Print_ISBN :
978-1-4244-0829-0
Electronic_ISBN :
978-1-4244-0830-6
DOI :
10.1109/WISP.2007.4447557