Laboratuar hayvanlarının davranışlarının görü tabanlı çözümlenmesi: 3 Boyutlu gradyan tabanlı bir yaklaşım
Author
Sandıkçı, Selçuk
Duygulu-Şahin, Pınar
Özgüler, Arif Bülent
Date
2009-04Source Title
IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009
Publisher
IEEE
Pages
73 - 76
Language
Turkish
Type
Conference PaperItem Usage Stats
95
views
views
81
downloads
downloads
Metadata
Show full item recordAbstract
In pharmacological experiments behavior pattern of laboratory mice, which are under the influence of psychotherapeutic drugs, reveals important clues about effects of the drug. Behavior analysis of laboratory mice by video processing saves both time and labor. In this work a method which was previously used to recognize human behaviors is adapted to laboratory mice case. Method is based on fitting histograms of spatio-temporal gradients extracted from 3D space-time volumes to multidimensional statistical distributions and class(lj'ing according to distances between the distributions. In this work the method is tested on a common mice video dataset, compared to other methods in the literature and found to be successful. ©2009 IEEE.
Keywords
3-D space3D gradients
Behavior analysis
Behavior patterns
Data sets
Human behaviors
Laboratory animals
Spatio-temporal gradients
Statistical distribution
Video processing
Vision based
Animals
Signal processing
Three dimensional
Laboratories