Title of Dissertation: HYPERSPECTRAL IMAGING AND PATTERN RECOGNITION TECHNOLOGIES FOR REAL TIME FRUIT SAFETY AND QUALITY INSPECTION Xuemei Cheng, Doctor of Philosophy, 2004 Dissertation directed by: Professor Yang Tao Department of Biological Resources Engineering Hyperspectral band selection and band combination has become a powerful tool and have gained enormous interest among researchers. An...

Frequency-locked detector (FLD) has been widely utilized in tracking loops of Global Positioning System (GPS) receivers to indicate their locking status. The relation between FLD and lock status has been seldom discussed. The traditional PLL experience is not suitable for FLL. In this paper, the threshold setting criteria for frequency-locked detector in the GPS receiver has been proposed by an...

Forming limit curves are used as a parameter in finite element analysis to control the material's level of formability. In this research, forming limit diagram (FLD) of SS304L sheet was obtained by ABAQUSfinite element software. In practice, the experimental determination of a forming limit curve is a very time-consuming procedure which requires special and expensive equipment. Forming limit di...

Steatosis or fatty liver disease (FLD) is characterized by the abnormal retention of large vacuoles of neutral fat in the liver cells, either due to alcoholism or metabolic syndrome. Succession of FLD can lead to severe liver diseases such as hepatocellular carcinoma, cirrhosis and hepatic inflammation but it is a reversible disease if diagnosed early. Thus, computer-aided diagnostic tools play...

We introduce in this paper two Enhanced Fisher Linear Discriminant (FLD) Models (EFM) in order to improve the generalization ability of the standard FLD based classifiers such as Fisherfaces. Similar to Fisherfaces, both EFM models apply first Principal Component Analysis (PCA) for dimensionality reduction before proceeding with FLD type of analysis. EFM-1 implements the dimensionality reductio...

High−resolution hyperspectral imaging (HSI) provides an abundance of spectral data for feature analysis in image processing. Usually, the amount of information contained in hyperspectral images is excessive and redundant, and data mining for waveband selection is needed. In applications such as fruit and vegetable defect inspections, effective spectral combination and data fusing methods are re...

Grape variety has a significant impact on wine flavan-3-ol and polysaccharide profile. The main objective of this work was to study differences in diffusion from grape during the fermentative alcoholic maceration three Vitis sp. varieties: cold-hardy hybrid varieties Frontenac blanc, V. vinifera Cabernet-Sauvignon. Polysaccharides must were precipitated by ethanol quantified using phenol-sulfur...

Ochratoxin A (OTA) is a nephrotoxin produced by many species in two fungal genera of Aspergillus and Penicillium under virtually all agricultural environments. Hence, OTA occurs frequently commodities their downstream products worldwide. In this study, thermal stability the presence sugars commonly added to food including glucose, fructose, sucrose was investigated analyzing reaction with HPLC–...