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Table 1 Comparison of classification accuracies (CA) of different algorithms

From: Illumination invariant head pose estimation using random forests classifier and binary pattern run length matrix

Algorithm

Raw image

LBP image

CBP image

LDP image

PCA + SVM

64.6%

69.0%

70.3%

75.9%

LDA + SVM

73.9%

76.4%

78.7%

80.0%

Proposed

93.1%

-

-

-