Deep learning for classification of time series spectral images using combined multi-temporal and spectral features

Author:

Xu Jun-Li,Hugelier Siewert,Zhu Hongyan,Gowen Aoife A.ORCID

Funder

European Research Council

Science Foundation Ireland

Publisher

Elsevier BV

Subject

Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Reference40 articles.

1. Development of an alternative technique for rapid and accurate determination of fish caloric density based on hyperspectral imaging;Xu;J. Food Eng.,2016

2. Multivariate Movies and Their Applications in Pharmaceutical and Polymer Dissolution Studies, Techniques and Applications of Hyperspectral Image Analysis;van der Weerd,2007

3. Time series hyperspectral chemical imaging data: challenges, solutions and applications;Gowen;Anal. Chim. Acta,2011

4. Tutorial: time series hyperspectral image analysis;Dorrepaal;J. Near Infrared Spectrosc.,2016

5. Neighbouring pixel data augmentation: a simple way to fuse spectral and spatial information for hyperspectral imaging data analysis;Jamme;J. Chemometr.,2017

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