Hyperspectral near-infrared imaging for the detection of physical damages of pear

Aber, J., Martin, M., 1995. High spectral resolution remote sensing of canopy chemistry. Summaries of the Fifth Annual JPL Airborne Geosciences Workshop 1, Airborne Earth Science Workshop. JPL Publication 95-4, pp. 1–4. Ben-Dor, 2002, Mapping of several soil properties using DAIS-7915 hyperspectral scanner data – a case study over clayey soils in Israel, Int. J. Remote Sens., 23, 1043, 10.1080/01431160010006962 Büning-Pfaue, 2003, Analysis of water in food by near infrared spectroscopy, Food Chem., 82, 107, 10.1016/S0308-8146(02)00583-6 Cho, 2011, Study on bruise detection of ‘fuji’ apple using hyperspectral reflectance imagery, J. Biosyst. Eng., 36, 484, 10.5307/JBE.2011.36.6.484 Cho, 2009, Detection of fecal residue on poultry carcasses by laser-induced fluorescence imaging, J. Food Sci., 74, E154, 10.1111/j.1750-3841.2009.01103.x Clark, R., Swayze, G., Gallagher, A., 1992. Mapping the mineralogy and lithology of Canyonlands, Utah with imaging spectrometer data and the multiple spectral feature mapping algorithm. Summaries of the Third Annual JPL Airborne Geosciences Workshop 1, AVIRIS Workshop. JPL Publication 92-14, pp. 60–62. ElMasry, 2008, Early detection of apple bruises on different background colors using hyperspectral imaging, Lwt-Food Sci. Technol., 41, 337, 10.1016/j.lwt.2007.02.022 Kamruzzaman, 2011, Application of NIR hyperspectral imaging for discrimination of lamb muscles, J. Food Eng., 104, 332, 10.1016/j.jfoodeng.2010.12.024 Kutner, 2005 Lorente, 2012, Recent advances and applications of hyperspectral imaging for fruit and vegetable quality assessment, Food Bioprocess Technol., 5, 1121, 10.1007/s11947-011-0725-1 Lu, 2011, Vis/NIR hyperspectral imaging for detection of hidden bruises on kiwifruits, Czech J. Food Sci., 29, 595, 10.17221/69/2010-CJFS Lu, 2003, Detection of bruises on apples using near-infrared hyperspectral imaging, Trans. Am. Soc. Agri. Eng., 46, 523 Lu, 2000, Determination of firmness and sugar content of apples using NIR diffuse reflectance, J. Texture Stud., 31, 615, 10.1111/j.1745-4603.2000.tb01024.x Moons, E., Sinnaeve, G., Dardenne, P., 1998. Non-destructive visible and NIR spectroscopy measurement for the determination of apple internal quality. In: Proceedings of the XXV International Horticultural Congress. Part 7. Quality of Horticultural Products: Starting Material, Auxiliary Products, Quality Control, 2–7 August 1998, Brussels, Belgium. Pajuelo, 2003, Bio-speckle assessment of bruising in fruits, Opt. Lasers Eng., 40, 13, 10.1016/S0143-8166(02)00063-5 Qin, 2005, Detection of pits in tart cherries by hyperspectral transmission imaging, Trans. Am. Soc. Agri. Eng., 48, 1963, 10.13031/2013.19988 Qin, 2008, Citrus canker detection using hyperspectral reflectance imaging and PCA-based image classification method, Sens. Instrum. Food Qual. Saf., 2, 168, 10.1007/s11694-008-9043-3 Xing, 2005, Bruise detection on ‘Jonagold’ apples using hyperspectral imaging, Postharvest Biol. Technol., 37, 152, 10.1016/j.postharvbio.2005.02.015 Xing, 2007, Fresh bruise detection by predicting softening index of apple tissue using VIS/NIR spectroscopy, Postharvest Biol. Technol., 45, 176, 10.1016/j.postharvbio.2007.03.002 Xing, 2007, Combination of chemometric tools and image processing for bruise detection on apples, Comput. Electron. Agri., 56, 1, 10.1016/j.compag.2006.12.002 Zhao, 2010, Detection of bruise on pear by hyperspectral imaging sensor with different classification algorithms, Sensor Letters, 8, 570, 10.1166/sl.2010.1313 Zheng, 2008, Determination of moisture content of lyophilized allergen vaccines by NIR spectroscopy, J. Pharm. Biomed. Anal., 46, 592, 10.1016/j.jpba.2007.11.011