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Face Recognition by Independent Component | Request PDF
Face Recognition by Independent Component. ... components of natural scenes are localized and oriented edge lters similar to Gabor lters. ... and independent component analysis (ICA) for face ...
Independent component analysis of Gabor features for face ...
The former subspace methods are Eigenfaces and Fisherface [9,82] acquired features of the complete face by constructing a subspace using independent component analysis [49], or principal component ...
 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE ...
component analysis, independent component analysis, local feature analysis, and Gabor wavelet representation. The best performances were obtained by using Gabor wavelet representation and independent component analysis with which a 95.5 percent average recognition rate was reported for six single upper face AUs (AU 1, AU 2, AU 4, AU 5, AU 6,...
Recognizing Facial Actions by Combining Geometric Features ...
Gabor wavelet representation and independent component analysis. All of these systems [1, 7, 11] used a manual step to align the input images with a standard face image using the center of the eyes and mouth. In our previous system [21], multi-state face and facial component models are proposed for tracking and...
Recognizing Action Units for Facial Expression Analysis
optical flow, principal component analysis, independent component analysis, local feature analysis, and Gabor wavelet representation. Best performances were obtained by Gabor wavelet representation and independent component analysis which achieved a 95% average recognition rate for 6 upper face AUs and 6 lower face AUs....
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