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The non-destructive analysis of a Solid Pharmaceutical Product (SPP) is essential to verify the quality without destroying the product. This analysis may be performed using various image processing and signal processing techniques on images and multispectral data. Based on the analysis, an SPP may be classified as defective or non-defective. The SPP categorized as defective are exposed to three different environmental factors: humidity, temperature and moisture over different time periods and the changes in data are analyzed to judge the effects of these factors on classification of an SPP....