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Image processing and pattern recognition : fundamentals and techniques / Frank Y. Shih

By: Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Piscataway, NJ ; Hoboken, N.J : IEEE Press : Wiley, [2010]Edition: Online-AusgDescription: 1 Online-Ressource (xii, 537 p.) : illISBN:
  • 9781282707559
  • 1282707558
  • 9780470590409
Subject(s): Additional physical formats: 9780470404614 | 0470404612 | 9780470590409 | Erscheint auch als: 9780470404614 Druck-AusgabeDDC classification:
  • 621.36/7 22
  • 621.367
LOC classification:
  • TA1637
Online resources: Summary: Frank Y. Shih is a professor jointly appointed in the Department of Computer Science, the Department of Electrical and Computer Engineering, and the Department of Biomedical Engineering at New Jersey Institute of Technology, Newark, New Jersey. He is also Director of Computer Vision Laboratory. He is an internationally renowned scholar and serves as the Editor-in-Chief for the International Journal of Multimedia Intelligence and Security (IJMIS). Dr. Shih is currently on the editorial boards of Pattern Recognition, Pattern Recognition Letters, the International Journal of Pattern Recognition and Artificial Intelligence, Journal of Information Hiding and Multimedia Signal Processing, Recent Patents on Engineering, Recent Patents on Computer Science, The Open Nanoscience Journal, the International Journal of Internet Protocol Technology, and the Journal of Internet Technology. The recipient of several awards for distinguished research, Dr. Shih has also made significant contributions to information hiding, focusing on the security and robustness of digital steganography and watermarking.Summary: Intro -- IMAGE PROCESSING AND PATTERN RECOGNITION -- CONTENTS -- PART I FUNDAMENTALS -- 1 INTRODUCTION -- 1.1 The World of Signals -- 1.1.1 One-Dimensional Signals -- 1.1.2 Two-Dimensional Signals -- 1.1.3 Three-Dimensional Signals -- 1.1.4 Multidimensional 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 -- 1.A.1 Selected List of Books on Signal Processing from Year 2000 -- 1.A.2 Selected List of Books on Pattern Recognition from Year 2000 -- References -- 2 MATHEMATICAL PRELIMINARIES -- 2.1 Laplace Transform -- 2.1.1 Properties of Laplace Transform -- 2.2 Fourier Transform -- 2.2.1 Basic Theorems -- 2.2.2 Discrete Fourier Transform -- 2.2.3 Fast Fourier Transform -- 2.3 Z-Transform -- 2.3.1 Definition of Z-Transform -- 2.3.2 Properties of Z-Transform -- 2.4 Cosine Transform -- 2.5 Wavelet Transform -- References -- 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 -- References -- 4 MATHEMATICAL MORPHOLOGY -- 4.1 Binary Morphology -- 4.1.1 Binary Dilation -- 4.1.2 Binary Erosion -- 4.2 Opening and Closing -- 4.3 Hit-or-Miss Transform -- 4.4 Grayscale Morphology -- 4.4.1 Grayscale Dilation and Erosion -- 4.4.2 Grayscale Dilation Erosion Duality Theorem -- 4.5 Basic Morphological Algorithms -- 4.5.1 Boundary Extraction -- 4.5.2 Region Filling -- 4.5.3 Extraction of Connected Components -- 4.5.4 Convex Hull -- 4.5.5 Thinning -- 4.5.6 Thickening -- 4.5.7 Skeletonization -- 4.5.8 Pruning -- 4.5.9 Morphological Edge Operator.PPN: PPN: 808959514Package identifier: Produktsigel: ZDB-26-MYL | ZDB-30-PQE | ZDb-26-MYL
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