DocumentCode :
3179474
Title :
Measurement of asymmetry of stripe patterns in animals
Author :
Reddy, K. Pavan Kumar ; Aravind, R.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Madras, Chennai, India
fYear :
2012
fDate :
22-25 July 2012
Firstpage :
1
Lastpage :
5
Abstract :
The deviation from perfect symmetry of the left and right sides of a bilateral animal is known to indicate the developmental stress of the animal. It has also been used to study the general health of a population. For animals like tigers and zebras which have natural stripes on their bodies, the asymmetry between the two sides can be measured by analysing the stripe patterns taken from images of these animals. In this paper we propose an algorithm for measuring this asymmetry. We use a Short-Time Fourier Transform based approach to measure the local frequencies at different locations and compare the resulting frequency maps. The mean absolute error between the left and right frequency maps yields a measure of the asymmetry. Our results show a surprising level of asymmetry in tiger stripes compared to zebras.
Keywords :
Fourier transforms; feature extraction; image processing; medical image processing; bilateral animal; frequency maps; mean absolute error; short-time Fourier transform approach; stripe pattern asymmetry measurement; tiger stripes; zebra stripe; Animals; Databases; Fourier transforms; Frequency measurement; Lighting; Measurement uncertainty; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications (SPCOM), 2012 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4673-2013-9
Type :
conf
DOI :
10.1109/SPCOM.2012.6290240
Filename :
6290240
Link To Document :
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