Work

An Approach to Nonlinear Mapping for Pattern Recognition

Year: 1979

Type: article

Abstract: Nonlinear mapping has been used in the past for data structure analysis. Many interesting heuristic approaches to map n-dimensional data to a lower dimensional space such that the local structure of the original data is reserved have been proposed by Kruskal, Sammon, and others. Basically, a criterion for local structure preservation is first defined, then a new data configuration is obtained by an iterative process to minimize the selected criterion.

Source: Purdue e-Pubs (Purdue University System)

Authors: Nguyen Duc Duong, L. I. Ruh-Ming, Daryl B. Simons

Language: English

Topic: Face and Expression Recognition

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W1518149053

FWCI:

Cites: 9

Cited by: 1

Related to: 10