Open source face alignment resource
Note: the number of stars of each repository is recorded on 2017-02-03
DNN-based
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Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks(MTCNN, IEEE Signal Processing Letters, 2016)
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Learning deep representation from coarse to fine for face alignment(CFT, ICME, 2016)
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Facial Landmark Detection by Deep Multi-task Learning(TCDCN, ECCV, 2014)
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Deep Convolutional Network Cascade for Facial Point Detection(CVPR, 2013)
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unknown methods
Others
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A Recurrent Encoder-Decoder Network for Sequential Face Alignment(ECCV, 2016)
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Continuous Supervised Descent Method - A face alignment algorithm based on the estimation of a truncated hessian matrix(CSDM, ACCV, 2016)
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Face Alignment by Coarse-to-Fine Shape Searching(CFSS, CVPR, 2015)
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Face alignment in 3000fps via Regressing Local Binary Features(LBF, CVPR, 2014)
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Joint cascade face detection and alignment(JDA, ECCV, 2014)
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Face sketch landmarks localization in the wild(IEEE Signal Processing Letters, 2014)
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Supervised Descent Method and Its Applications to Face Alignment(SDM, CVPR, 2013)
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Face Alignment by Explicit Shape Regression(ESR, CVPR, 2012)
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Combination of multiple methods