Please use this identifier to cite or link to this item: http://hdl.handle.net/10603/23596
Title: Texture based classification of high resolution satellite data using gray level co occurrence matrix and semivariogram techniques
Researcher: Shanmugam M
Guide(s): Ramalingam M
Keywords: Civil engineering
Gray level co occurrence matrix
Remote sensing
Satellite surveying
Variogram analysis
Upload Date: 21-Aug-2014
University: Anna University
Completed Date: 01/09/2013
Abstract: Classification of land use land cover is the basic building block for spatial planning and management In recent years the advancement in satellite surveying has provided cost effectiveness and aerial coverage of collecting information It has improved the land use land cover analysis in identifying clear boundaries of regions On the other hand urban analysis including the identification and classification of urban features has become more complex due to detailed information No doubt that high resolution satellite data can provide better details due to improved spatial and spectral resolutions But it has made the features split in several pixels and thereby causing difficulty in feature delineation The spectral based methods that are commonly used are likely to fail due to the fact that each land use land cover type or feature is presented in several spatial adjacent pixels of different spectral values within class variations The features are much larger than the pixel resolution spatial and there is a need for additional information like shape size association and tonal textural relations as a group of the features
Pagination: xxiv, 205p.
URI: http://hdl.handle.net/10603/23596
Appears in Departments:Faculty of Civil Engineering

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01_title.pdfAttached File80.25 kBAdobe PDFView/Open
02_certificates.pdf2.4 MBAdobe PDFView/Open
03_abstract.pdf12.93 kBAdobe PDFView/Open
04_acknowledgement.pdf6.25 kBAdobe PDFView/Open
05_contents.pdf30.1 kBAdobe PDFView/Open
06_chapter1.pdf52.03 kBAdobe PDFView/Open
07_chapter2.pdf50.59 kBAdobe PDFView/Open
08_chapter3.pdf1.88 MBAdobe PDFView/Open
09_chapter4.pdf1.01 MBAdobe PDFView/Open
10_chapter5.pdf489.37 kBAdobe PDFView/Open
11_chapter6.pdf13.76 MBAdobe PDFView/Open
12_chapter7.pdf17.09 kBAdobe PDFView/Open
13_appendix.pdf1.69 MBAdobe PDFView/Open
14_references.pdf56.12 kBAdobe PDFView/Open
15_publications.pdf4.84 kBAdobe PDFView/Open
16_vitae.pdf5.64 kBAdobe PDFView/Open


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