Classification of facial features for recognition

作者: M.A. Shackleton , W.J. Welsh

DOI: 10.1109/CVPR.1991.139756

关键词: Pattern recognitionMathematicsComputer visionFeature (computer vision)Feature detection (computer vision)Feature vectorFeature extractionThree-dimensional face recognitionImage processingFacial recognition systemFace hallucinationArtificial intelligence

摘要: A facial feature classification technique that independently captures both the geometric configuration and image detail of a particular is described. The first extracted by fitting deformable template to shape (for example, an eye) in image. This information then used geometrically normalize such way attains standard shape. normalized classified terms set principal components previously obtained from representative training images similar features. stage yields representation vector which can be for recognition matching alone without complication changes expression. Implementation system described results are given its application test faces. These show features reliably recognized using vectors obtained. >

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