Near-infrared hyperspectral reflectance imaging for detection of bruises on pickling cucumbers

Abbott, 1991, Detection of mechanical injury and physiological breakdown of cucumbers using delayed light emission, J. Am. Soc. Horticult. Sci., 116, 52, 10.21273/JASHS.116.1.52

Bradley, 1997, The use of the area under the ROC curve in the evaluation of machine learning algorithms, Pattern Recog., 30, 1145, 10.1016/S0031-3203(96)00142-2

Cheng, 2004, A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection, Transact. ASAE, 47, 1313, 10.13031/2013.16565

DeLong, 1988, Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach, Biometrics, 44, 837, 10.2307/2531595

Ennis, 1979, Cucumber quality – a review, J. Food Sci., 44, 186, 10.1111/j.1365-2621.1979.tb10037.x

Hammerschmidt, R., Marshall, D.E., 1991. Potential use of peroxide in external bruise assessment. Proceedings of the Annual Report to the Pickling Cucumber Industry Committee, p. 49.

Heldman, 1976, Influence of handling on pickling cucumber quality, Transact. ASAE, 19, 1194, 10.13031/2013.36200

Kim, 2002, Multispectral detection of fecal contamination on apples based on hyperspectral imagery. Part I. Application of visible and near-infrared reflectance imaging, Transact. ASAE, 45, 2027

Lawrence, 2003, Calibration of a pushbroom hyperspectral imaging system for agricultural inspection, Transact. ASAE, 46, 513, 10.13031/2013.12940

Lee, K.J., Kang, S., Kim, M.S., Noh, S.H., 2005. Hyperspectral imaging for detecting defect on apples. ASAE Paper No. 053075, St. Joseph, Michigan.

Liu, 2005, Development of simple algorithm for detection of chilling injury in cucumbers from visible/near-infrared hyperspectral imaging, Appl. Spectrosc., 59, 78, 10.1366/0003702052940422

Lu, 2003, Detection of bruises on apples using near-infrared hyperspectral imaging, Transact. ASAE, 46, 523

Lu, 1998, Hyperspectral imaging for safety inspection of food and agricultural products, Proc. SPIE, 3544, 121, 10.1117/12.335771

Lu, R., Chen, Y.R., Park, B., Choi, K.H., 1999. Hyperspectral imaging for detecting bruises in apples. ASAE Paper No. 013076, St. Joseph, Michigan

Marshall, 1972, Physical and quality factors of pickling cucumbers as affected by mechanical harvesting, Transact. ASAE, 15, 604, 10.13031/2013.37965

Marshall, D.E., Levin, J.H., Heldman, D.R., 1973. Density sorting of green stock cucumbers for brine stock quality. ASAE Paper No. 73-304, St. Joseph, Michigan.

Mehl, 2004, Development of hyperspectral imaging technique for detection of apple surface defects and contaminations, J. Food Eng., 61, 67, 10.1016/S0260-8774(03)00188-2

Miller, 1989, Mechanical stress-induced changes in sugar composition of cell walls from cucumber fruit tissues, Phytochemistry, 28, 389, 10.1016/0031-9422(89)80018-4

Miller, 1992, Physiology, biochemistry and detection of bruising (mechanical stress) of fruits and vegetables, Postharvest News Info., 3, 53N

Miller, 1987, Mechanical stress, storage time, and temperature influence cell wall-degrading enzymes, firmness, and ethylene production by cucumbers, J. Am. Soc. Horticult. Sci., 112, 666, 10.21273/JASHS.112.4.666

Miller, 1989, Mechanical stress stimulates peroxidase activity in cucumber fruit, HortScience, 24, 650, 10.21273/HORTSCI.24.4.650

Miller, 1995, Nondestructive evaluation of pickling cucumbers using visible-infrared light transmission, J. Am. Soc. Horticult. Sci., 120, 1063, 10.21273/JASHS.120.6.1063

Osborne, 1993

Park, 2002, Hyperspectral imaging for detecting fecal and ingesta contaminants on poultry carcasses, Transact. ASAE, 45, 2017, 10.13031/2013.11413

Park, 2005, Detection of cecal contaminants in visceral cavity of broiler carcasses using hyperspectral imaging, Appl. Eng. Agricult., 21, 627, 10.13031/2013.18551

Polder, 2002, Spectral image analysis for measuring ripeness of tomatoes, Transact. ASAE, 45, 1155, 10.13031/2013.9924