Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression - Guodong Guo; Yun Fu; Dyer, C.R.; Huang, T.S. (IEEE transactions on image processing, 2008)
Keywords: Adjustment; Age; Age manifold; Aging; Aging - physiology; Algorithms; Application software; Applied sciences; Artificial Intelligence; Computer science; control theory; systems; Computer vision; Estimating; Exact sciences and technology; Face; Face - anatomy & histology; Face - physiology; Feature extraction; Human; human age estimation; Human computer interaction; Humans; Image analysis; Image databases; Image Enhancement - methods; Image Interpretation, Computer-Assisted - methods; Image processing; Information, signal and communications theory; Learning; locally adjusted robust regression; manifold learning; Manifolds; Multimedia communication; Multimedia communications; nonlinear regression; Pattern Recognition, Automated - methods; Pattern recognition. Digital image processing. Computational geometry; Regression Analysis; Reproducibility of Results; Robustness; Sensitivity and Specificity; Signal and communications theory; Signal processing; Signal representation. Spectral analysis; Signal, noise; Studies; support vector machine (SVM); support vector regression (SVR); Telecommunications and information theory; Vision systems; Weathering; Performance evaluation; nonlinear regression; Automatic classification; Age estimation; human age estimation; support vector machine (SVM); Vision system; Support vector machine; Multimedia communication; manifold learning; Learning; Accuracy; Database; Man machine relation; Localization; Age manifold; Computer vision; Meteorological phenomenon; Non linear regression; Ageing; Regression analysis; Vector method; Signal classification; Image analysis; locally adjusted robust regression; support vector regression (SVR)