Hyperspectral Imaging For Analysis And Classification Of Plastic Waste

2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)(2020)

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摘要
Environmental protection is one of the main challenges facing society nowadays. Even with constantly growing awareness, not all of the sorting can be done by people themselves - the differences between materials are not visible to the human eye. For that reason, we present the use of a hyperspectral camera as a capture device, which allows us to obtain the full spectrum of the material. In this work we propose a method for efficient recognition of the substance of an item. We conducted several experiments and analysis of the spectra of different materials in different conditions on a special measuring stand. That enabled identification of the best features, which can later be used during classification, which was confirmed during the extensive testing procedure.
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关键词
hyperspectral imaging,plastic waste,environmental protection,constantly growing awareness,sorting,human eye,hyperspectral camera,capture device,efficient recognition,special measuring stand
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