[HTML][HTML] A review of sorting and separating technologies suitable for compostable and biodegradable plastic packaging

N Taneepanichskul, D Purkiss… - Frontiers in …, 2022 - frontiersin.org
As a result of public pressure and government legislation to reduce plastic waste there has
been a sharp rise in the manufacture and use of alternatives to conventional plastics …

Vegetation mapping with random forest using sentinel 2 and GLCM texture feature—A case study for Lousã region, Portugal

P Mohammadpour, DX Viegas, C Viegas - Remote Sensing, 2022 - mdpi.com
Vegetation mapping requires accurate information to allow its use in applications such as
sustainable forest management against the effects of climate change and the threat of …

Hyperspectral imaging combined with chemometrics for rapid detection of talcum powder adulterated in wheat flour

HJ He, Y Chen, G Li, Y Wang, X Ou, J Guo - Food Control, 2023 - Elsevier
Detection of illegal additives in wheat flour is of crucial practical significance to ensure the
market order and people's health. In this study, the potential of hyperspectral imaging in 900 …

Hyperspectral imaging for minced meat classification using nonlinear deep features

H Ayaz, M Ahmad, M Mazzara, A Sohaib - Applied Sciences, 2020 - mdpi.com
Minced meat substitution is one of the most common forms of food fraud in the meat industry.
Recently, Hyperspectral Imaging (HSI) has been used for the classification and identification …

Hyperspectral reflectance sensing for quantifying leaf chlorophyll content in wasabi leaves using spectral pre-processing techniques and machine learning algorithms

R Sonobe, H Yamashita, H Mihara… - International Journal of …, 2021 - Taylor & Francis
Changes in chlorophyll content can be a good indicator of disease as well as nutritional and
environmental stresses on plants. Several pre-processing techniques have been proposed …

Comparison of moisture uniformity between microwave-vacuum and hot-air dried ginger slices using hyperspectral information combined with semivariogram

X Lin, JL Xu, DW Sun - Drying Technology, 2021 - Taylor & Francis
This study aimed to compare the moisture content (MC) uniformity of ginger slices subjected
to microwave-vacuum drying (MVD) and hot-air drying (HAD) and discriminate MVD ginger …

[HTML][HTML] Combining deep learning with chemometrics when it is really needed: A case of real time object detection and spectral model application for spectral image …

J Xu, P Mishra - Analytica Chimica Acta, 2022 - Elsevier
Deep learning (DL) being popularly used in computer vision applications is still in its early
stage in chemometric domain for spectral image processing. Often the challenge is that …

FPGA-based parallel implementation to classify Hyperspectral images by using a Convolutional Neural Network

A Baba, T Bonny - Integration, 2023 - Elsevier
Thanks to its richness in extractable features, Hyperspectral images (HSI) find an
accelerated use in medical, industrial, agricultural, and environmental fields. In this paper …

Automatic identification and classification of compostable and biodegradable plastics using hyperspectral imaging

N Taneepanichskul, HC Hailes… - Frontiers in …, 2023 - frontiersin.org
In the UK waste management systems biodegradable and compostable packaging are not
automatically detected and separated. As a result, their fate is generally landfill or …

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

JL Xu, S Hugelier, H Zhu, AA Gowen - Analytica chimica acta, 2021 - Elsevier
Time series spectral imaging facilitates a comprehensive understanding of the underlying
dynamics of multi-component systems and processes. Most existing classification strategies …