Applications of Pattern Recognition

Contributor(s)
Travieso-Gonzalez, Carlos M. (editor)
Language
EnglishAbstract
Nowadays, technological advances allow the development of many applications in different fields. In this book, “Applications of Pattern Recognition”, two important fields are shown. The first field, data analysis, is a good tool to identify patterns; in particular, it is observed by a stereoscopic calculation model based on fixation eye movement, a visual interactive programming learning system, an approach based on color analysis of Habanero chili pepper, an approach for the visualization and analysis of inconsistent data, and finally, a system for building 3D abstractions with wireframes. On the other hand, automatic systems help to detect or identify different kinds of patterns. It is applying to incomplete data analysis a retinal biometric approach based on crossing and bifurcation, an Arabic handwritten signature identification system, and finally, the use of clustering methods for gene expression data with RNA-seq.
Keywords
machine learning, deep learning, gene expression, image processing, clustering, biometricsWebshop link
https://www.intechopen.com/boo ...ISBN
9781789855616, 9781789853322, 9781838809133Publisher
IntechOpenPublisher website
https://www.intechopen.com/Publication date and place
2021Imprint
IntechOpenClassification
Machine learning