Short communication A feasibility study using simplified near infrared imaging to detect fruit fly larvae in intact fruit

Journal of Near Infrared Spectroscopy

Volumn 19, Issue 1, 2011, Pages 55-60

  Saranwong, Sirinnapa ^a   Haff, Ronald P ^b   Thanapase, Warunee ^c   Janhiran, Athit ^c   Kasemsumran, Sumaporn ^c   Kawano, Sumio ^a  

^a NATIONAL FOOD RESEARCH INSTITUTE   (Japan)

^b WESTERN REGIONAL RESEARCH CENTER   (United States)

^c KASETSART UNIVERSITY   (Thailand)

Author keywords

Fruit fly; Imaging; Mango; Near infrared; Pest control; Sorting machine

Indexed keywords

DISCRIMINANT ANALYSIS; IMAGING TECHNIQUES; INFRARED DEVICES; PEST CONTROL; THERMOGRAPHY (IMAGING);

BAYESIAN DISCRIMINANT ANALYSIS; CLASSIFICATION RESULTS; FRUIT FLIES; MAHALANOBIS DISTANCES; MANGO; NEAR INFRARED; NEAR-INFRARED IMAGING; SORTING MACHINES;

FRUITS;

EID: 79953188004     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.915     Document Type: Article

References (7)

1. S. Saranwong, W. Thanapase, N. Suttiwijitpukdee, R. Rittiron, S. Kasemsumran and S. Kawano, "Applying near infrared spectroscopy to the detection of fruit fly eggs and larvae in intact fruit", J. Near Infrared Spectrosc. 18, 271 (2010). doi: 10.1255/jnirs.886
2. P. Geladi and H. Grahn, Multivariate Image Analysis. John Wiley and Sons Ltd, Chichester, UK (1996).
3. R.P. Haff and T.C. Pearson, "An automatic algorithm for detection of infestations in X-ray images of agricultural products", Sens. Instrum.Food Qual. 1, 143 (2007). doi: 10.1007/s11694-007-9018-9
4. E.D. Dekazos and G.S. Birth, "Amaturity index for blue-berries using light transmittance", J. Am. Soc. Hort. Sci. 95, 610 (1970).
5. S. Saranwong, J. Sornsrivichai and S. Kawano, "Improvement of PLS calibration for Brix value and dry matter of mango using the information from MLRcali-bration", J. Near Infrared Spectrosc. 9, 287 (2001). doi: 10.1255/jnirs.314
6. C.J. Huberty, Applied Discriminant Analysis. John Wiley and Sons Inc., New York, USA(1994).
7. C. Esquerre, A.A. Gowen, C.P. O'Donnell, J. Burger and G. Downey, "Chemometric pre-treatments for correct-ing effect of sample morphology in NIRhyperspectral imaging", in Near Infrared Spectroscopy: Proceedings of the 14th International Conference, Ed by S. Saranwong, S. Kasemsumran, W. Thanapase and P. Williams. IM Publications, Chichester, UK, p. 953 (2010)