Title :
Analysis of dynamic textures using a 3D approach for the co-occurrence matrix features
Author :
Mocofan, Muguras ; Alexa, Florin
Author_Institution :
Commun. Dept., Politeh. Univ. of Timisoara, Timisoara, Romania
Abstract :
We focus on the study and characterization of dynamic textures using the co-occurrence matrix features in a 3D approach. More directions and translations are used to compute the co-occurrence matrix features. A relevant characterization will also lead to other applications, such as spatial-temporal segmentation or removal of dynamic backgrounds. The area of applications of dynamic texture is very wide: video surveillance, transaction systems, medical application and video synthesis.
Keywords :
image texture; matrix algebra; video signal processing; 3D approach; co-occurrence matrix features; dynamic textures; medical application; spatial-temporal segmentation; transaction systems; video surveillance; video synthesis; Correlation; Dynamics; Entropy; Fires; Image sequences; Indexing;
Conference_Titel :
Electronics and Telecommunications (ISETC), 2012 10th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4673-1177-9
DOI :
10.1109/ISETC.2012.6408042