An Efficient Hybrid Face Recognition Algorithm Using PCA and GABOR Wavelets
Citations
257 citations
Cites background or methods from "An Efficient Hybrid Face Recognitio..."
...[99] proposed a computationally efficient hybrid face recognition system that employs both holistic and local features....
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...[99] PCA–LGBPHS Extended Yale Face Bhattacharyya distance Illumination condition Complexity 95% PCA–GABOR Wavelets...
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128 citations
82 citations
Cites methods from "An Efficient Hybrid Face Recognitio..."
...[69] 2014 Yale Face Database B PCA, Local Gabor Binary Pattern Histogram Sequence (LGBPHS), DPL PCA 98....
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...Gabor wavelet [69] method is such a method that uses local features for face recognition....
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76 citations
Cites methods from "An Efficient Hybrid Face Recognitio..."
...• PCA and Gabor wavelets [85]: This is a new approach that uses a face recognition algorithm with two steps of recognition based on both global and local features....
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45 citations
References
14,562 citations
"An Efficient Hybrid Face Recognitio..." refers methods in this paper
...Face recognition based on the Eigenspace algorithm [3-6] - one of the holistic methods - was introduced in 1991 and achieved more noticeable recognition performance than other available algorithms at the time....
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11,674 citations
"An Efficient Hybrid Face Recognitio..." refers methods in this paper
...LDA uses the class information of features and finds a set of the most discriminating feature vectors that minimizes within-class scatter while maximizing between-class scatter [8]....
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6,384 citations
5,563 citations
"An Efficient Hybrid Face Recognitio..." refers background or methods in this paper
...The LBP is an operator which moves a 3x3 window in an image to extract the structural features which are known to be robust to the illumination and noise variations [15]....
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...The LBP exhibits relatively good performance in face detection and recognition, while its operation is simple [15, 28]....
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...[15] applied a texture descriptor, called a ‘Local Binary Pattern’ (LBP), for face recognition....
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5,027 citations
"An Efficient Hybrid Face Recognitio..." refers methods in this paper
...All the experiments in this study were carried out on the database of 2,432 images of 38 individuals from the Extended Yale Face Database B [31, 32]....
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