Orthogonal Laplacianfaces for Face Recognition

版本 1.0.0.2 (1.5 MB) 作者: Akshay Gore
Contact for code Code Work Team https://www.codewrk.com/ admin@codewrk.com #WSN #matlab %#leach # image processing
0.0
(0)
508.0 次下载
更新时间 2019/2/7

查看许可证

Following the intuition that the naturally occurring face data
may be generated by sampling a probability distribution that has support
on or near a submanifold of ambient space, we propose an appearancebased face recognition method, called orthogonal Laplacianface. Our algorithm is based on the locality preserving projection (LPP) algorithm, which
aims at finding a linear approximation to the eigenfunctions of the Laplace
Beltrami operator on the face manifold. However, LPP is nonorthogonal,
and this makes it difficult to reconstruct the data. The orthogonal locality
preserving projection (OLPP) method produces orthogonal basis functions
and can have more locality preserving power than LPP. Since the locality
preserving power is potentially related to the discriminating power, the
OLPP is expected to have more discriminating power than LPP. Experimental results on three face databases demonstrate the effectiveness of our
proposed algorithm.

引用格式

Akshay Gore (2024). Orthogonal Laplacianfaces for Face Recognition (https://www.mathworks.com/matlabcentral/fileexchange/56938-orthogonal-laplacianfaces-for-face-recognition), MATLAB Central File Exchange. 检索来源 .

MATLAB 版本兼容性
创建方式 R2014b
兼容任何版本
平台兼容性
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Deng Cai_Orthogonal Laplacianfaces for Face Recognition

版本 已发布 发行说明
1.0.0.2

link update
1.0.0.0