Multivariate image analysis /
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Author / Creator: | Geladi, Paul. |
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Imprint: | Chichester ; New York : Wiley, c1996. |
Description: | xiii, 316 p., [16] p. of plates : ill. (some col.) ; 24 cm. |
Language: | English |
Subject: | Image processing -- Statistical methods. Multivariate analysis. Image processing -- Statistical methods. Multivariate analysis. |
Format: | Print Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/2687555 |
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035 | |a (OCoLC)34471620 | ||
040 | |a DLC |c DLC |d DLC |d OrLoB-B |d OCoLC | ||
050 | 0 | 0 | |a TA1637 |b .G45 1996 |
082 | 0 | 0 | |a 621.36/7/01519535 |2 20 |
100 | 1 | |a Geladi, Paul. |0 http://id.loc.gov/authorities/names/n96025885 |1 http://viaf.org/viaf/36177007 | |
245 | 1 | 0 | |a Multivariate image analysis / |c Paul Geladi, Hans Grahn. |
260 | |a Chichester ; |a New York : |b Wiley, |c c1996. | ||
300 | |a xiii, 316 p., [16] p. of plates : |b ill. (some col.) ; |c 24 cm. | ||
336 | |a text |b txt |2 rdacontent |0 http://id.loc.gov/vocabulary/contentTypes/txt | ||
337 | |a unmediated |b n |2 rdamedia |0 http://id.loc.gov/vocabulary/mediaTypes/n | ||
338 | |a volume |b nc |2 rdacarrier |0 http://id.loc.gov/vocabulary/carriers/nc | ||
504 | |a Includes bibliographical references (p. [299]-311) and index. | ||
505 | 0 | 0 | |g 1. |t Introduction -- |g 2. |t Images in the Natural Sciences and in Chemistry -- |g 3. |t Medical Diagnostic Tools: Magnetic Resonance Imaging -- |g 4. |t Principal Component Analysis with Basic Matrix Algebra and Statistics -- |g 5. |t Preprocessing and Transformation of Images -- |g 6. |t Principal Component Analysis on Multivariate Images -- |g 7. |t Principal Component Analysis on Covariance and Correlation Matrices of Multivariate Images -- |g 8. |t Visualization in Score Plots -- |g 9. |t The Residual and Residual Images -- |g 10. |t Local Models and Sampling -- |g 11. |t Miscellaneous Examples -- |g 12. |t Multivariate Image Analysis Applied to Magnetic Resonance Images -- |g 13. |t Multivariate Image Regression -- |g 14. |t Epilog. |
650 | 0 | |a Image processing |x Statistical methods. | |
650 | 0 | |a Multivariate analysis. |0 http://id.loc.gov/authorities/subjects/sh85088390 | |
650 | 7 | |a Image processing |x Statistical methods. |2 fast |0 http://id.worldcat.org/fast/fst00967528 | |
650 | 7 | |a Multivariate analysis. |2 fast |0 http://id.worldcat.org/fast/fst01029105 | |
700 | 1 | |a Grahn, Hans. |0 http://id.loc.gov/authorities/names/n96025888 |1 http://viaf.org/viaf/9107640 | |
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928 | |t Library of Congress classification |a TA1637 .G45 1996 |l JCL |c JCL-Sci |i 6076165 | ||
927 | |t Library of Congress classification |a TA1637 .G45 1996 |l JCL |c JCL-Sci |e CRERAR |b 45065623 |i 4909268 |