… ) with the highest level of efficiency in full spectrum mode (… and implement hazelnut sorting
and/or quality control strategies. … and Serranti, S., “Short wave infrared hyperspectral imaging …

… sorting machine, for the detection of fecal contamination and surface defects on apples using
… apple bruise detection using short-wave infrared (SWIR) hyperspectral imaging in real-time…

… However, the possibility to sort the hazelnut when still intact is fundamental for the food
industry. Furthermore, the RGB method, being a surface analysis, cannot detect hidden defects …

… application of Hyperspectral Imaging and Machine Learning for the quality analysis … Data
was acquired by means of a push-broom Hyperspectral camera produced … analysis and sorting. …

… [26] demonstrated the feasibility of using both conventional and imaging NIR spectroscopy
for the detection of unsound chestnuts in comparison with the traditional sorting technique. …

… We also evaluated the ATR-FT-IR spectroscopy to collect the spectra of the hazelnut …
Hazelnut quality sorting using high dynamic range short-wave infrared hyperspectral imaging …

… (high dynamic range) hyperspectral imaging is used to categorize the shelled hazelnut (…
A short-wave infrared (SWIR) camera with other basic components, linear translation stage (…

… hyperspectral imaging (HSI) technique to accurately identify and visualize Chinese walnut
varieties. Hyperspectral images … of Lin’an variety were acquired in range of 400–1000 nm. …

… hyperspectral images of almond samples were acquired by using a short-wave infrared (SWIR)
hyperspectral imaging … to each hyperspectral image cube before spectral data extraction. …

… but has higher accuracy scores. As the aim of the study is to achieve high accuracy and
applicability in hazelnut sorting, the structures such as InceptionV3 and EfficientNet with high test …