Application of computer vision systems for assessing bergamot fruit external features
Bergamot Citrus x bergamia Risso & Poiteau is an emblematic Citrus species of Reggio Calabria province (Southern Italy) where more than 90% of the global production thrives. The present work deals with the use of a nondestructive technique based on a computer vision system to evaluate bergamot f...
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Veröffentlicht in: | Advances in horticultural science 2023-03, Vol.37 (1), p.111 |
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Sprache: | eng |
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Zusammenfassung: | Bergamot Citrus x bergamia Risso & Poiteau is an emblematic Citrus species of Reggio Calabria province (Southern Italy) where more than 90% of the global production thrives. The present work deals with the use of a nondestructive technique based on a computer vision system to evaluate bergamot fruit peel colour, as well as dimensional features. To this purpose, experimental trials considered three bergamot cultivars, namely 'Femminello', 'Castagnaro' and 'Fantastico'. Bergamot fruit RGB images were taken using a laboratory inspection chamber equipped with a lighting system and a digital camera Nikon D5200 directly connected to a personal computer, to enable remote image acquisition. First, images were pre-processed according to a previously created colour profile. After that, bergamot fruit colour was analysed and expressed in terms of Hunter L, a, and b coordinates, which were used to calculate Standard Citrus Colour Index (CCI). In addition, dimensional features and shape descriptors were measured for each cultivar. Statistical data analysis, by applying the Kruskal-Wallis test at p |
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ISSN: | 0394-6169 1592-1573 |
DOI: | 10.36253/ahsc-13911 |