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Automatic Affective Dimension Recognition from Naturalistic Facial Expressions Based on Wavelet Filtering and PLS Regression
Published on 2015-07-021157 Views
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Automatic Affective Dimension Recognition from Naturalistic Facial Expressions Based on Wavelet Filtering and PLS Regression00:00
Outline of the presentation00:31
Emotion Recognition from facial expression - 101:26
Emotion Recognition from facial expression - 202:22
Emotion Recognition from facial expression - 303:38
Focus of this work04:30
Proposed system06:45
Image Feature Extraction 08:36
Image Feature Extraction (EOH)09:09
Image Feature Extraction (LBP)09:27
Image Feature Extraction (LPQ)09:39
Audio Feature Extraction10:01
Wavelet Filtering10:04
Wavelet Filtering (Haar Wavelet Transform)10:52
Wavelet Filtering (Haar Wavelet Transform) - 211:27
Wavelet Filtering (Haar Wavelet Transform) - 311:47
Machine Learning12:22
Machine Learning (PLS Regression)13:13
Filtering on Decision Label13:34
Decision Fusion - 113:46
Decision Fusion - 214:06
Experimental Results14:15
Performance Comparison (Development) - 115:10
Performance Comparison (Development) - 215:48
Performance Comparison (Development) - 316:06
Performance Comparison (Testing) - 116:22
Performance Comparison (Testing) - 216:52
Performance Comparison (Testing) - 318:16
Performance Comparison (state-of-the-art)18:23
Conclusion - 120:35
Conclusion - 220:49
Thank you21:02