DocumentCode
2263635
Title
Temporal reflectance changes in vegetables
Author
Dissing, Bjørn S. ; Clemmesen, Line H. ; Løje, Hanne ; Ersbøll, Bjarne K. ; Adler-Nissen, Jens
Author_Institution
Dept. of Inf. & Math. Modelling, Tech. Univ. of Denmark, Lyngby, Denmark
fYear
2009
fDate
Sept. 27 2009-Oct. 4 2009
Firstpage
1917
Lastpage
1922
Abstract
Quality control in the food industry is often performed by measuring various chemical compounds of the food involved. We propose an imaging concept for acquiring high quality multispectral images to evaluate changes of carrots and celeriac over a period of 14 days. Properties originating in the surface chemistry of vegetables may be captured in an integrating sphere illumination which enables the creation of detailed surface chemistry maps with a good combination of spectral and spatial resolutions. Prior to multispectral image recording, the vegetables were prefried and frozen at -30°C for four months. During the 14 days of image recording, the vegetables were kept at +5°C in refrigeration. In this period, surface changes and thereby reflectance properties were very subtle. To describe this small variation we employed advanced statistical techniques to search a large featurespace of variables extracted from the chemistry maps. The resulting components showed a change in both the carrot and celeriac samples. We were able to deduct from the resulting components that oxidation caused the changes over time.
Keywords
agricultural products; food processing industry; image segmentation; production engineering computing; quality control; statistical analysis; chemistry maps; food industry; multispectral image recording; quality control; sphere illumination; statistical techniques; temporal reflectance; vegetables surface chemistry; Chemical compounds; Chemistry; Food industry; Lighting; Multispectral imaging; Performance evaluation; Quality control; Reflectivity; Refrigeration; Spatial resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International Conference on
Conference_Location
Kyoto
Print_ISBN
978-1-4244-4442-7
Electronic_ISBN
978-1-4244-4441-0
Type
conf
DOI
10.1109/ICCVW.2009.5457516
Filename
5457516
Link To Document