| dc.contributor.author | M., Satiyan | |
| dc.contributor.author | M., Hariharan | |
| dc.contributor.author | Ramachandran, Nagarajan, Prof. Dr. | |
| dc.date.accessioned | 2010-11-25T06:15:28Z | |
| dc.date.available | 2010-11-25T06:15:28Z | |
| dc.date.issued | 2010-05-21 | |
| dc.identifier.isbn | 978-1-4244-7122-5 | |
| dc.identifier.uri | http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5545262 | |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/10306 | |
| dc.description | Link to publisher's homepage at http://ieeexplore.ieee.org/ | en_US |
| dc.description.abstract | This paper investigates the performance of a Daubechies Wavelet family in recognizing
facial expressions. A set of luminance stickers were fixed on subject's face and the
subject is instructed to perform required facial expressions. At the same time, subject's
expressions are recorded in video. A set of 2D coordinate values are obtained by
tracking the movements of the stickers in video using tracking software. Daubechies
wavelet transform with different orders (db1 to db20) performed on obtained data.
Standard deviation is derived from wavelet approximation coefficients for each
daubechies wavelet orders. This standard deviation is used as an input to the neural
network for classifying 8 facial expressions. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en_US |
| dc.relation.ispartofseries | Proceedings of the 6th International Colloquium on Signal Processing and Its Applications (CSPA) 2010 | en_US |
| dc.subject | Daubechies wavelet transform | en_US |
| dc.subject | Artificial neural network | en_US |
| dc.subject | Facial expression recognition | en_US |
| dc.title | Comparison of performance using Daubechies Wavelet family for facial expression recognition | en_US |
| dc.type | Working Paper | en_US |
