Locally adjusted robust regression for human age estimation

被引：0

作者：

Guo, Guodong ^{[1
]}

Fu, Yun ^{[2
]}

Huang, Thomas S. ^{[2
]}

Dyer, Charles R. ^{[3
]}

机构：

[1] North Carolina Cent Univ, Comp Sci, Durham, NC 27707 USA

[2] UIUC, Beckman Inst, Urbana, IL 61801 USA

[3] Univ Wisconsin Madison, Comp Sci, Madison, WI 53706 USA

来源：

2008 IEEE WORKSHOP ON APPLICATIONS OF COMPUTER VISION | 2008年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Automatic human age estimation has considerable potential applications in human computer interaction and multimedia communication. However, the age estimation problem is challenging. We design a locally adjusted robust regressor (LARR)for learning and prediction of human ages. The novel approach reduces the age estimation errors significantly over all previous methods. Experiments on two aging databases show the success of the proposed method for human aging estimation.

引用

页码：112 / +

页数：3

共 50 条

[41] Robust estimation of multivariate regression model
Jiantao Li
Min Zheng
Statistical Papers, 2009, 50 : 81 - 100
[42] ROBUST SAMPLING STRATEGIES FOR REGRESSION ESTIMATION
OUYANG, Z
SCHREUDER, HT
LI, HG
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1992, 21 (11) : 3309 - 3326
[43] Robust, locally stable, measurement error regression methods
Roy, T
JOURNAL OF CHEMOMETRICS, 1997, 11 (06) : 501 - 510
[44] Locally and globally robust Penalized Trimmed Squares regression
Avramidis, A.
Zioutas, G.
SIMULATION MODELLING PRACTICE AND THEORY, 2011, 19 (01) : 148 - 160
[45] Optimal locally robust M-estimates of regression
Yohai, VJ
Zamar, RH
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1997, 64 (02) : 309 - 323
[46] Robust, locally stable, measurement error regression methods
Roy, Tapon
Journal of Chemometrics, 11 (06): : 501 - 510
[47] Estimation of human metabolic age using regression and neural network analysis
Korkushko, O., V
Pysaruk, A., V
Chyzhova, V. P.
ZAPOROZHYE MEDICAL JOURNAL, 2021, 23 (01) : 60 - 64
[48] L1-Estimation for covariate-adjusted regression
Sun, Yaodong
Wang, Dehui
JOURNAL OF INEQUALITIES AND APPLICATIONS, 2020, 2020 (01):
[49] An adaptive estimation for covariate-adjusted nonparametric regression model
Li, Feng
Lin, Lu
Lu, Yiqiang
Feng, Sanying
STATISTICAL PAPERS, 2021, 62 (01) : 93 - 115
[50] An adaptive estimation for covariate-adjusted nonparametric regression model
Feng Li
Lu Lin
Yiqiang Lu
Sanying Feng
Statistical Papers, 2021, 62 : 93 - 115

← 1 2 3 4 5 →