X
Xin Geng
Researcher at Southeast University
Publications - 137
Citations - 8092
Xin Geng is an academic researcher from Southeast University. The author has contributed to research in topics: Computer science & Facial recognition system. The author has an hindex of 34, co-authored 111 publications receiving 6162 citations. Previous affiliations of Xin Geng include Monash University & Nanjing University.
Papers
More filters
Journal ArticleDOI
Automatic Age Estimation Based on Facial Aging Patterns
TL;DR: This paper proposes an automatic age estimation method named AGES (AGing pattErn Subspace), which is to model the aging pattern, which is defined as the sequence of a particular individual's face images sorted in time order, by constructing a representative subspace.
Journal Article
Automatic age estimation based on facial aging patterns (vol 29, pg 2234, 2007)
Journal ArticleDOI
Facial Age Estimation by Learning from Label Distributions
Xin Geng,Chao Yin,Zhi-Hua Zhou +2 more
TL;DR: Li et al. as mentioned in this paper proposed a label distribution approach for facial age estimation, which covers a certain number of class labels, representing the degree that each label describes the instance, and two algorithms, named IIS-LLD and CPNN, are proposed to learn from such label distributions.
Journal ArticleDOI
Label Distribution Learning
TL;DR: This paper proposes six working LDL algorithms in three ways: problem transformation, algorithm adaptation, and specialized algorithm design, and results show clear advantages of the specialized algorithms, which indicates the importance of special design for the characteristics of the LDL problem.
Journal ArticleDOI
Projection functions for eye detection
Zhi-Hua Zhou,Xin Geng +1 more
TL;DR: The generalized projection function (GPF) is defined and it is shown that IPF, VPF, and HPF are all effective in eye detection, while HPF is better thanVPF, while VPF isbetter than IPF.