Image processing and pattern recognition : (Record no. 74082)
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| 000 -LEADER | |
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| fixed length control field | 07573nam a2201297 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 5559001 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220712205743.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151221s2010 njua ob 001 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780470590416 |
| -- | ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | cloth |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | cloth |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | electronic |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | electronic |
| 100 1# - AUTHOR NAME | |
| Author | Shih, Frank Y., |
| 245 10 - TITLE STATEMENT | |
| Title | Image processing and pattern recognition : |
| Sub Title | fundamentals and techniques / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 PDF (xii, 537 pages) : |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | PART I: FUNDAMENTALS -- 1 INTRODUCTION -- 1.1 The World of Signals -- 1.2 Digital Image Processing -- 1.3 Elements of an Image Processing System -- Appendix 1.A Selected List of Books on Image Processing and Computer Vision from Year 2000 -- References -- 2 MATHEMATICAL PRELIMINARIES -- 2.1 Laplace Transform -- 2.2 Fourier Transform -- 2.3 Z-Transform -- -- 2.4 Cosine Transform -- 2.5 Wavelet Transform -- 3 IMAGE ENHANCEMENT -- 3.1 Grayscale Transformation -- 3.2 Piecewise Linear Transformation -- 3.3 Bit Plane Slicing -- 3.4 Histogram Equalization -- 3.5 Histogram Specification -- 3.6 Enhancement by Arithmetic Operations -- 3.7 Smoothing Filter -- 3.8 Sharpening Filter -- 3.9 Image Blur Types and Quality Measures -- 4 MATHEMATICAL MORPHOLOGY -- 4.1 Binary Morphology -- 4.2 Opening and Closing -- 4.3 Hit-or-Miss Transform -- 4.4 Grayscale Morphology -- 4.5 Basic Morphological Algorithms -- 4.6 Morphological Filters -- 5 IMAGE SEGMENTATION -- 5.1 Thresholding -- 5.2 Object (Component) Labeling -- 5.3 Locating Object Contours by the Snake Model -- 5.4 Edge Operators -- 5.5 Edge Linking by Adaptive Mathematical Morphology -- 5.6 Automatic Seeded Region Growing -- 5.7 A Top-Down Region Dividing Approach -- 6 DISTANCE TRANSFORMATION AND SHORTEST PATH PLANNING -- 6.1 General Concept -- 6.2 Distance Transformation by Mathematical Morphology -- 6.3 Approximation of Euclidean Distance -- 6.4 Decomposition of Distance Structuring Element -- 6.5 The 3D Euclidean Distance -- 6.6 The Acquiring Approaches -- 6.7 The Deriving Approaches -- 6.8 The Shortest Path Planning -- 6.9 Forward and Backward Chain Codes for Motion Planning -- 6.10 A Few Examples -- 7 IMAGE REPRESENTATION AND DESCRIPTION -- 7.1 Run-Length Coding -- 7.2 Binary Tree and Quadtree -- 7.3 Contour Representation -- 7.4 Skeletonization by Thinning -- 7.5 Medial Axis Transformation -- 7.6 Object Representation and Tolerance -- 8 FEATURE EXTRACTION -- 8.1 Fourier Descriptor and Moment Invariants -- 8.2 Shape Number and Hierarchical Features. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 8.3 Corner Detection -- 8.4 Hough Transform -- 8.5 Principal Component Analysis -- 8.6 Linear Discriminate Analysis -- 8.7 Feature Reduction in Input and Feature Spaces -- 9 PATTERN RECOGNITION -- 9.1 The Unsupervised Clustering Algorithm -- 9.2 Bayes Classifier -- 9.3 Support Vector Machine -- 9.4 Neural Networks -- 9.5 The Adaptive Resonance Theory Network -- 9.6 Fuzzy Sets in Image Analysis -- PART II: APPLICATIONS -- 10 FACE IMAGE PROCESSING AND ANALYSIS -- 10.1 Face and Facial Feature Extraction -- 10.2 Extraction of Head and Face Boundaries and Facial Features -- 10.3 Recognizing Facial Action Units -- 10.4 Facial Expression Recognition in JAFFE Database -- 11 DOCUMENT IMAGE PROCESSING AND CLASSIFICATION -- 11.1 Block Segmentation and Classification -- 11.2 Rule-Based Character Recognition System -- 11.3 Logo Identification -- 11.4 Fuzzy Typographical Analysis for Character Preclassification -- 11.5 Fuzzy Model for Character Classification -- 12 IMAGE WATERMARKING -- 12.1 Watermarking Classification -- 12.2 Spatial Domain Watermarking -- 12.3 Frequency-Domain Watermarking -- 12.4 Fragile Watermark -- 12.5 Robust Watermark -- 12.6 Combinational Domain Digital Watermarking -- 13 IMAGE STEGANOGRAPHY -- 13.1 Types of Steganography -- 13.2 Applications of Steganography -- 13.3 Embedding Security and Imperceptibility -- 13.4 Examples of Steganography Software -- 13.5 Genetic Algorithm-Based Steganography -- 14 SOLAR IMAGE PROCESSING AND ANALYSIS -- 14.1 Automatic Extraction of Filaments -- 14.2 Solar Flare Detection -- 14.3 Solar Corona Mass Ejection Detection -- INDEX. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| Subject | Image processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| Subject | Signal processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| Subject | Pattern recognition systems. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=5559001 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Piscataway, New Jersey : |
| -- | IEEE Press, |
| -- | c2010. |
| 264 #2 - | |
| -- | [Piscataqay, New Jersey] : |
| -- | IEEE Xplore, |
| -- | [2010] |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 337 ## - | |
| -- | electronic |
| -- | isbdmedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 588 ## - | |
| -- | Description based on PDF viewed 12/21/2015. |
| 695 ## - | |
| -- | Algorithm design and analysis |
| 695 ## - | |
| -- | Authentication |
| 695 ## - | |
| -- | Binary trees |
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| -- | Brightness |
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| -- | Character recognition |
| 695 ## - | |
| -- | Cities and towns |
| 695 ## - | |
| -- | Classification algorithms |
| 695 ## - | |
| -- | Clustering algorithms |
| 695 ## - | |
| -- | Computer architecture |
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| -- | Computers |
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| -- | Convolution |
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| -- | Dictionaries |
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| -- | Digital images |
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| -- | Discrete Fourier transforms |
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| -- | Document image processing |
| 695 ## - | |
| -- | Equations |
| 695 ## - | |
| -- | Euclidean distance |
| 695 ## - | |
| -- | Face recognition |
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| -- | Facial features |
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| -- | Feature extraction |
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| -- | Frequency domain analysis |
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| -- | Geographic Information Systems |
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| -- | Graphics |
| 695 ## - | |
| -- | Gray-scale |
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| -- | Head |
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| -- | Histograms |
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| -- | Humans |
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| -- | Image coding |
| 695 ## - | |
| -- | Image color analysis |
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| -- | Image edge detection |
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| -- | Image enhancement |
| 695 ## - | |
| -- | Image processing |
| 695 ## - | |
| -- | Image representation |
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| -- | Image segmentation |
| 695 ## - | |
| -- | Image sequences |
| 695 ## - | |
| -- | Indexes |
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| -- | Labeling |
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| -- | Laplace equations |
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| -- | Mathematical model |
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| -- | Morphology |
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| -- | Observatories |
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| -- | Path planning |
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| -- | Pattern recognition |
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| -- | Pixel |
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| -- | Pragmatics |
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| -- | Principal component analysis |
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| -- | Regions |
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| -- | Robustness |
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| -- | Sections |
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| -- | Shape |
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| -- | Signal processing |
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| -- | Skin |
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| -- | Smoothing methods |
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| -- | Software |
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| -- | Speech |
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| -- | Steganography |
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| -- | Support vector machine classification |
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| -- | Surface morphology |
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| -- | Three dimensional displays |
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| -- | Time domain analysis |
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| -- | Transforms |
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| -- | Watermarking |
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| -- | Writing |
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