MARC details
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09161cam a22006134a 4500 |
| 001 - CONTROL NUMBER |
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ocn645789882 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
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| control field |
20210921181134.0 |
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| fixed length control field |
100616s2011 enka b 001 0 eng |
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2010025730 |
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9780470844724 |
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(hardback) |
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| International Standard Book Number |
9780470844724 |
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0470844728 |
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(hardback) |
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9780470844731 |
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(hbk.) |
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0470844736 |
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(hbk.) |
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AU@ |
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000047066367 |
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CHBIS |
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006130747 |
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CHDSB |
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005549370 |
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CHSLU |
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001105369 |
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CHVBK |
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030123496 |
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CHVBK |
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122895738 |
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CHVBK |
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17122213X |
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| OCLC library identifier |
NZ1 |
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13906671 |
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| OCLC library identifier |
ZWZ |
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151156654 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)645789882 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Modifying agency |
YDX |
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YDXCP |
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BWX |
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NUI |
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IG# |
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INU |
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ZWZ |
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BDX |
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OCLCF |
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OCLCQ |
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CHVBK |
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OCLCO |
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OCLCQ |
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DHA |
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OCLCQ |
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ISN |
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CPS |
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OCLCQ |
| Description conventions |
aacr |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
621.367 SOL |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Solomon, Chris. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Fundamentals of digital image processing : |
| Remainder of title |
a practical approach with examples in Matlab / |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Chichester, West Sussex ; |
| -- |
Hoboken, NJ : |
| Name of publisher, distributor, etc. |
Wiley-Blackwell, |
| Date of publication, distribution, etc. |
2011. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiv, 328 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
25 cm. |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Source |
rdacontent |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
still image |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 337 ## - MEDIA TYPE |
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| Media type term |
unmediated |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
volume |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
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| Miscellaneous information |
Machine generated contents note: |
| -- |
1. |
| Title |
Representation -- |
| Miscellaneous information |
1.1. |
| Title |
What is an image? -- |
| Miscellaneous information |
1.1.1. |
| Title |
Image layout -- |
| Miscellaneous information |
1.1.2. |
| Title |
Image colour -- |
| Miscellaneous information |
1.2. |
| Title |
Resolution and quantization -- |
| Miscellaneous information |
1.2.1. |
| Title |
Bit-plane splicing -- |
| Miscellaneous information |
1.3. |
| Title |
Image formats -- |
| Miscellaneous information |
1.3.1. |
| Title |
Image data types -- |
| Miscellaneous information |
1.3.2. |
| Title |
Image compression -- |
| Miscellaneous information |
1.4. |
| Title |
Colour spaces -- |
| Miscellaneous information |
1.4.1. |
| Title |
RGB -- |
| Miscellaneous information |
1.4.1.1. |
| Title |
RGB to grey-scale image conversion -- |
| Miscellaneous information |
1.4.2. |
| Title |
Perceptual colour space -- |
| Miscellaneous information |
1.5. |
| Title |
Images in Matlab -- |
| Miscellaneous information |
1.5.1. |
| Title |
Reading, writing and querying images -- |
| Miscellaneous information |
1.5.2. |
| Title |
Basic display of images -- |
| Miscellaneous information |
1.5.3. |
| Title |
Accessing pixel values -- |
| Miscellaneous information |
1.5.4. |
| Title |
Converting image types -- |
| -- |
Exercises -- |
| Miscellaneous information |
2. |
| Title |
Formation -- |
| Miscellaneous information |
2.1. |
| Title |
How is an image formed? -- |
| Miscellaneous information |
2.2. |
| Title |
The mathematics of image formation -- |
| Miscellaneous information |
2.2.1. |
| Title |
Introduction -- |
| Miscellaneous information |
2.2.2. |
| Title |
Linear imaging systems -- |
| Miscellaneous information |
2.2.3. |
| Title |
Linear superposition integral -- |
| Miscellaneous information |
2.2.4. |
| Title |
The Dirac delta or impulse function -- |
| Miscellaneous information |
2.2.5. |
| Title |
The point-spread function -- |
| Miscellaneous information |
2.2.6. |
| Title |
Linear shift-invariant systems and the convolution integral -- |
| Miscellaneous information |
2.2.7. |
| Title |
Convolution: its importance and meaning. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
2.2.8. |
| Title |
Multiple convolution: N imaging elements in a linear shift-invariant system -- |
| Miscellaneous information |
2.2.9. |
| Title |
Digital convolution -- |
| Miscellaneous information |
2.3. |
| Title |
The engineering of image formation -- |
| Miscellaneous information |
2.3.1. |
| Title |
The camera -- |
| Miscellaneous information |
2.3.2. |
| Title |
The digitization process -- |
| Miscellaneous information |
2.3.2.1. |
| Title |
Quantization -- |
| Miscellaneous information |
2.3.2.2. |
| Title |
Digitization hardware -- |
| Miscellaneous information |
2.3.2.3. |
| Title |
Resolution versus performance -- |
| Miscellaneous information |
2.3.3. |
| Title |
Noise -- |
| -- |
Exercises -- |
| Miscellaneous information |
3. |
| Title |
Pixels -- |
| Miscellaneous information |
3.1. |
| Title |
What is a pixel? -- |
| Miscellaneous information |
3.2. |
| Title |
Operations upon pixels -- |
| Miscellaneous information |
3.2.1. |
| Title |
Arithmetic operations on images -- |
| Miscellaneous information |
3.2.1.1. |
| Title |
Image addition and subtraction -- |
| Miscellaneous information |
3.2.1.2. |
| Title |
Multiplication and division -- |
| Miscellaneous information |
3.2.2. |
| Title |
Logical operations on images -- |
| Miscellaneous information |
3.2.3. |
| Title |
Thresholding -- |
| Miscellaneous information |
3.3. |
| Title |
Point-based operations on images -- |
| Miscellaneous information |
3.3.1. |
| Title |
Logarithmic transform -- |
| Miscellaneous information |
3.3.2. |
| Title |
Exponential transform -- |
| Miscellaneous information |
3.3.3. |
| Title |
Power-law (gamma) transform -- |
| Miscellaneous information |
3.3.3.1. |
| Title |
Application: gamma correction -- |
| Miscellaneous information |
3.4. |
| Title |
Pixel distributions: histograms -- |
| Miscellaneous information |
3.4.1. |
| Title |
Histograms for threshold selection -- |
| Miscellaneous information |
3.4.2. |
| Title |
Adaptive thresholding -- |
| Miscellaneous information |
3.4.3. |
| Title |
Contrast stretching -- |
| Miscellaneous information |
3.4.4. |
| Title |
Histogram equalization -- |
| Miscellaneous information |
3.4.4.1. |
| Title |
Histogram equalization theory -- |
| Miscellaneous information |
3.4.4.2. |
| Title |
Histogram equalization theory: discrete case. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
3.4.4.3. |
| Title |
Histogram equalization in practice -- |
| Miscellaneous information |
3.4.5. |
| Title |
Histogram matching -- |
| Miscellaneous information |
3.4.5.1. |
| Title |
Histogram-matching theory -- |
| Miscellaneous information |
3.4.5.2. |
| Title |
Histogram-matching theory: discrete case -- |
| Miscellaneous information |
3.4.5.3. |
| Title |
Histogram matching in practice -- |
| Miscellaneous information |
3.4.6. |
| Title |
Adaptive histogram equalization -- |
| Miscellaneous information |
3.4.7. |
| Title |
Histogram operations on colour images -- |
| -- |
Exercises -- |
| Miscellaneous information |
4. |
| Title |
Enhancement -- |
| Miscellaneous information |
4.1. |
| Title |
Why perform enhancement? -- |
| Miscellaneous information |
4.1.1. |
| Title |
Enhancement via image filtering -- |
| Miscellaneous information |
4.2. |
| Title |
Pixel neighbourhoods -- |
| Miscellaneous information |
4.3. |
| Title |
FiLter kernels and the mechanics of linear filtering -- |
| Miscellaneous information |
4.3.1. |
| Title |
Nonlinear spatial filtering -- |
| Miscellaneous information |
4.4. |
| Title |
Filtering for noise removal -- |
| Miscellaneous information |
4.4.1. |
| Title |
Mean filtering -- |
| Miscellaneous information |
4.4.2. |
| Title |
Median filtering -- |
| Miscellaneous information |
4.4.3. |
| Title |
Rank filtering -- |
| Miscellaneous information |
4.4.4. |
| Title |
Gaussian filtering -- |
| Miscellaneous information |
4.5. |
| Title |
Filtering for edge detection -- |
| Miscellaneous information |
4.5.1. |
| Title |
Derivative filters for discontinuities -- |
| Miscellaneous information |
4.5.2. |
| Title |
First-order edge detection -- |
| Miscellaneous information |
4.5.2.1. |
| Title |
Linearly separable filtering -- |
| Miscellaneous information |
4.5.3. |
| Title |
Second-order edge detection -- |
| Miscellaneous information |
4.5.3.1. |
| Title |
Laplacian edge detection -- |
| Miscellaneous information |
4.5.3.2. |
| Title |
Laplacian of Gaussian -- |
| Miscellaneous information |
4.5.3.3. |
| Title |
Zero-crossing detector -- |
| Miscellaneous information |
4.6. |
| Title |
Edge enhancement -- |
| Miscellaneous information |
4.6.1. |
| Title |
Laplacian edge sharpening. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
4.6.2. |
| Title |
The unsharp mask filter -- |
| -- |
Exercises -- |
| Miscellaneous information |
5. |
| Title |
Fourier transforms and frequency-domain processing -- |
| Miscellaneous information |
5.1. |
| Title |
Frequency space: a friendly introduction -- |
| Miscellaneous information |
5.2. |
| Title |
Frequency space: the fundamental idea -- |
| Miscellaneous information |
5.2.1. |
| Title |
The Fourier series -- |
| Miscellaneous information |
5.3. |
| Title |
Calculation of the Fourier spectrum -- |
| Miscellaneous information |
5.4. |
| Title |
CompLex Fourier series -- |
| Miscellaneous information |
5.5. |
| Title |
The 1-D Fourier transform -- |
| Miscellaneous information |
5.6. |
| Title |
The inverse Fourier transform and reciprocity -- |
| Miscellaneous information |
5.7. |
| Title |
The 2-D Fourier transform -- |
| Miscellaneous information |
5.8. |
| Title |
Understanding the Fourier transform: frequency-space filtering -- |
| Miscellaneous information |
5.9. |
| Title |
Linear systems and Fourier transforms -- |
| Miscellaneous information |
5.10. |
| Title |
The convolution theorem -- |
| Miscellaneous information |
5.11. |
| Title |
The optical transfer function -- |
| Miscellaneous information |
5.12. |
| Title |
Digital Fourier transforms: the discrete fast Fourier transform -- |
| Miscellaneous information |
5.13. |
| Title |
Sampled data: the discrete Fourier transform -- |
| Miscellaneous information |
5.14. |
| Title |
The centred discrete Fourier transform -- |
| Miscellaneous information |
6. |
| Title |
Image restoration -- |
| Miscellaneous information |
6.1. |
| Title |
Imaging models -- |
| Miscellaneous information |
6.2. |
| Title |
Nature of the point-spread function and noise -- |
| Miscellaneous information |
6.3. |
| Title |
Restoration by the inverse Fourier filter -- |
| Miscellaneous information |
6.4. |
| Title |
The Wiener-Helstrom Filter -- |
| Miscellaneous information |
6.5. |
| Title |
Origin of the Wiener-Helstrom filter. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
6.6. |
| Title |
Acceptable solutions to the imaging equation -- |
| Miscellaneous information |
6.7. |
| Title |
Constrained deconvolution -- |
| Miscellaneous information |
6.8. |
| Title |
Estimating an unknown point-spread function or optical transfer function -- |
| Miscellaneous information |
6.9. |
| Title |
Blind deconvolution -- |
| Miscellaneous information |
6.10. |
| Title |
Iterative deconvolution and the Lucy-Richardson algorithm -- |
| Miscellaneous information |
6.11. |
| Title |
Matrix formulation of image restoration -- |
| Miscellaneous information |
6.12. |
| Title |
The standard least-squares solution -- |
| Miscellaneous information |
6.13. |
| Title |
Constrained least-squares restoration -- |
| Miscellaneous information |
6.14. |
| Title |
Stochastic input distributions and Bayesian estimators -- |
| Miscellaneous information |
6.15. |
| Title |
The generalized Gauss-Markov estimator -- |
| Miscellaneous information |
7. |
| Title |
Geometry -- |
| Miscellaneous information |
7.1. |
| Title |
The description of shape -- |
| Miscellaneous information |
7.2. |
| Title |
Shape-preserving transformations -- |
| Miscellaneous information |
7.3. |
| Title |
Shape transformation and homogeneous coordinates -- |
| Miscellaneous information |
7.4. |
| Title |
The general 2-D affine transformation -- |
| Miscellaneous information |
7.5. |
| Title |
Affine transformation in homogeneous coordinates -- |
| Miscellaneous information |
7.6. |
| Title |
The Procrustes transformation -- |
| Miscellaneous information |
7.7. |
| Title |
Procrustes alignment -- |
| Miscellaneous information |
7.8. |
| Title |
The projective transform -- |
| Miscellaneous information |
7.9. |
| Title |
Nonlinear transformations -- |
| Miscellaneous information |
7.10. |
| Title |
Warping: the spatial transformation of an image -- |
| Miscellaneous information |
7.11. |
| Title |
Overdetermined spatial transformations. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
8.18. |
| Title |
Grey-scale erosion and dilation with flat structuring elements -- |
| Miscellaneous information |
8.19. |
| Title |
Grey-scale opening and closing -- |
| Miscellaneous information |
8.20. |
| Title |
The top-hat transformation -- |
| Miscellaneous information |
8.21. |
| Title |
Summary -- |
| -- |
Exercises -- |
| Miscellaneous information |
9. |
| Title |
Features -- |
| Miscellaneous information |
9.1. |
| Title |
Landmarks and shape vectors -- |
| Miscellaneous information |
9.2. |
| Title |
Single-parameter shape descriptors -- |
| Miscellaneous information |
9.3. |
| Title |
Signatures and the radial Fourier expansion -- |
| Miscellaneous information |
9.4. |
| Title |
Statistical moments as region descriptors -- |
| Miscellaneous information |
9.5. |
| Title |
Texture features based on statistical measures -- |
| Miscellaneous information |
9.6. |
| Title |
Principal component analysis -- |
| Miscellaneous information |
9.7. |
| Title |
Principal component analysis: an illustrative example -- |
| Miscellaneous information |
9.8. |
| Title |
Theory of principal component analysis: version 1 -- |
| Miscellaneous information |
9.9. |
| Title |
Theory of principal component analysis: version 2 -- |
| Miscellaneous information |
9.10. |
| Title |
Principal axes and principal components -- |
| Miscellaneous information |
9.11. |
| Title |
Summary of properties of principal component analysis -- |
| Miscellaneous information |
9.12. |
| Title |
Dimensionality reduction: the purpose of principal component analysis -- |
| Miscellaneous information |
9.13. |
| Title |
Principal components analysis on an ensemble of digital images -- |
| Miscellaneous information |
9.14. |
| Title |
Representation of out-of-sample examples using principal component analysis -- |
| Miscellaneous information |
9.15. |
| Title |
Key example: eigenfaces and the human face. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
11.6. |
| Title |
Linear discriminant functions -- |
| Miscellaneous information |
11.7. |
| Title |
Linear discriminant functions in N dimensions -- |
| Miscellaneous information |
11.8. |
| Title |
Extension of the minimum distance classifier and the Mahalanobis distance -- |
| Miscellaneous information |
11.9. |
| Title |
Bayesian classification: definitions -- |
| Miscellaneous information |
11.10. |
| Title |
The Bayes decision rule -- |
| Miscellaneous information |
11.11. |
| Title |
The multivariate normal density -- |
| Miscellaneous information |
11.12. |
| Title |
Bayesian classifiers for multivariate normal distributions -- |
| Miscellaneous information |
11.12.1. |
| Title |
The Fisher linear discriminant -- |
| Miscellaneous information |
11.12.2. |
| Title |
Risk and cost functions -- |
| Miscellaneous information |
11.13. |
| Title |
Ensemble classifiers -- |
| Miscellaneous information |
11.13.1. |
| Title |
Combining weak classifiers: the AdaBoost method -- |
| Miscellaneous information |
11.14. |
| Title |
Unsupervised learning: k-means clustering. |
| 520 8# - SUMMARY, ETC. |
|---|
| Summary, etc. |
An introductory text on the science of image processing, this work employs the Matlab programming language to illustrate some of the elementary, key concepts in modern image processing and pattern recognition drawing on specific examples from within science, medicine and electronics. |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
MATLAB. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Image processing |
| General subdivision |
Digital techniques. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Breckon, Toby. |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Standard Loan |
| 948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN) |
|---|
| h (OCLC) |
NO HOLDINGS IN LQI - 129 OTHER HOLDINGS |