Der Artikel wird am Ende des Bestellprozesses zum Download zur Verfügung gestellt.

Hyperspectral Imaging Analysis and Applications for Food Quality

Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9781351805940
Veröffentl:
2018
Seiten:
302
Autor:
N. C. Basantia
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch
Beschreibung:

In processing food, hyperspectral imaging, combined with intelligent software, enables digital sorters (or optical sorters) to identify and remove defects and foreign material that are invisible to traditional camera and laser sorters. Hyperspectral Imaging Analysis and Applications for Food Quality explores the theoretical and practical issues associated with the development, analysis, and application of essential image processing algorithms in order to exploit hyperspectral imaging for food quality evaluations. It outlines strategies and essential image processing routines that are necessary for making the appropriate decision during detection, classification, identification, quantification, and/or prediction processes.Features Covers practical issues associated with the development, analysis, and application of essential image processing for food quality applicationsSurveys the breadth of different image processing approaches adopted over the years in attempting to implement hyperspectral imaging for food quality monitoringExplains the working principles of hyperspectral systems as well as the basic concept and structure of hyperspectral dataDescribes the different approaches used during image acquisition, data collection, and visualizationThe book is divided into three sections. Section I discusses the fundamentals of Imaging Systems: How can hyperspectral image cube acquisition be optimized? Also, two chapters deal with image segmentation, data extraction, and treatment. Seven chapters comprise Section II, which deals with Chemometrics. One explains the fundamentals of multivariate analysis and techniques while in six other chapters the reader will find information on and applications of a number of chemometric techniques: principal component analysis, partial least squares analysis, linear discriminant model, support vector machines, decision trees, and artificial neural networks. In the last section, Applications, numerous examples are given of applications of hyperspectral imaging systems in fish, meat, fruits, vegetables, medicinal herbs, dairy products, beverages, and food additives.

Kunden Rezensionen

Zu diesem Artikel ist noch keine Rezension vorhanden.
Helfen sie anderen Besuchern und verfassen Sie selbst eine Rezension.

Google Plus
Powered by Inooga