Dsp Digital Image Processing Research Paper

  Final Project Digital Image Processing seek Paper GEO 508  Digital Remote Sensing  Dr. John Althausen unsupervised Classification of Spectrally Enhanced Landsat TM Data of Mid rural world, MI undefiled by Jesse S. Frankovich, December 1999 Contents Abstract Background information Image Rectification Spectral Enhancements Unsupervised Classification the true Assessment Conclusions/References| C C C A A Images of the Rectification Process Spectrally Enhanced Images Land Cover stand for/Image Comparison| Note: The ikons listed on the right stern also be viewed via links within the corresponding function of the body of the paper. | Abstract This goal of this project was to produce a land cover classification map of the Midland, Michigan theater of operations from a subset of a Landsat Thematic Mapper (TM) multi religious image.  The map was created using unsupervised classification techniques in ERDAS IMAGINE, a digital image processing software package.  Rather than simply use the TM bands in their original form, I first performed two apparitional enhancements on the data, namely, principal components analysis and the tasseled cap transformation.

  These enhancements were through in an attempt to decrease both information prolixity and the number of layers used for the unsupervised classification.  The new layers were then integrated into one image from which the computer generated 60 clusters of similar pixels.  Next, I classified each cluster into one of six land cover categories.  Since the main objective of this project was to experiment with spectral enhancements and find out if they could be used to create a good classification map, an accuracy assessment was performed to determine if the spectrally compound data resulted in a satisfactory product. | Background discipline Midland, Michigan has been my hometown since 1991.  The image below shows the Midland area with most of the main features labeled.  The most pronounced feature in the area is... If you want to get a full essay, order it on our website: Orderessay

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