Signal Processing for Image Enhancement and Multimedia Processing (eBook)

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2007 | 2008
XVI, 338 Seiten
Springer US (Verlag)
978-0-387-72500-0 (ISBN)

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This is an edited volume, written by well-recognized international researchers with extended chapter style versions of the best papers presented at the SITIS 2006 International Conference. This book presents the state-of-the-art and recent research results on the application of advanced signal processing techniques for improving the value of image and video data. It introduces new results on video coding on time-honored topic of securing image information. The book is designed for a professional audience composed of practitioners and researchers in industry. This book is also suitable for advanced-level students in computer science.


Traditionally,signalprocessingtechniqueslayatthefoundationofmultimedia data processing and analysis. In the past few years, a new wave of advanced signal-processing techniques has delivered exciting results, increasing systems capabilities of e?ciently exchanging image data and extracting useful kno- edge from them. Signal Processing for Image Enhancement and Multimedia Processing is an edited volume, written by well-recognized international - searchers with extended chapter style versions of the best papers presented at the SITIS 2006 International Conference. This book presents the state-of-the-art and recent research results on the application of advanced signal processing techniques for improving the value of image and video data. It also discusses feature-based techniques for deep, feature-oriented analysis of images and new results on video coding on ti- honored topic of securing image information. Signal Processing for Image - hancement and Multimedia Processing is designed for a professional audience composedofpractitionersandresearchersinindustry.Thisvolumeisalsosu- able as a reference or secondary text for advanced-level students in computer science and engineering. The chapters included in this book are a selection of papers presented at the Signal and Image Technologies track of the international SITIS 2006 c- ference. The authors were asked to revise and extend their contributions to take into account the many challenges and remarks discussed at the conf- ence. A large number of high quality papers were submitted to SITIS 2006, demonstrating the growing interest of the research community for image and multimedia processing.

Preface 6
Contents 7
List of Contributors 10
Image Restauration, Filtering and Compression 16
1 On PDE-based spectrogram image restoration. Application to wolf chorus noise reduction and comparison with other algorithms 17
2 A Modified Mean Shift Algorithm For Efficient Document Image Restoration 27
3 An Efficient Closed Form Approach to the Evaluation of the Probability of False Alarm of the ML- CFAR Detector in a Pulse- to- Pulse Correlated Clutter 40
4 On-orbit Spatial Resolution Estimation of CBERS- 2 Imaging System Using Ideal Edge Target 50
5 Distributed Pre-Processed CA-CFAR Detection Structure For Non Gaussian Clutter Reduction 62
6 Multispectral Satellite Images Processing through Dimensionality Reduction 71
7 SAR Image Compression based on Wedgelet- Wavelet 79
Texture Analysis and Feature Extraction 88
8 New approach of higher order textural parameters for image classification using statistical methods 89
9 Texture Discrimination Using Hierarchical Complex Networks 105
10 Error analysis of subpixel edge localisation 113
11 Edge Point Linking by Means of Global and Local Schemes 124
12 An Enhanced Detector of Blurred and Noisy Edges 135
13 3D Face Recognition using ICP and Geodesic Computation Coupled Approach 149
Face Recognition and Shape Analysis 160
14 A3FD: Accurate 3D Face Detection 161
15 Two dimensional discrete statistical shape models construction 172
16 A New Distorted Circle Estimator using an Active Contours Approach 182
17 Detection of Facial Feature Points Using Anthropometric Face Model 193
18 Intramodal Palmprint Authentication 205
Multimedia Processing 217
19 An Implementation of Multiple Region- Of- Interest Models in H.264/AVC 218
20 Rough Sets-Based Image Processing for Deinterlacing 229
21 Intersubband Reconstruction of Lost Low Frequency Coefficients in Wavelet Coded Images 242
22 Content-Based Watermarking by Geometric Warping and Feature- Based Image Segmentation 255
23 Hardware Based Steganalysis 268
24 Esophageal speech enhancement using source synthesis and formant patterns modification 278
25 Arbitrary Image Cloning 288
26 Iterative Joint Source-Channel Decoding with source statistics estimation: Application to image transmission 300
27 AER Imaging 311
28 Large deviation spectrum estimation in two dimensions 320
Index 331

Erscheint lt. Verlag 3.12.2007
Reihe/Serie Multimedia Systems and Applications
Zusatzinfo XVI, 338 p.
Verlagsort New York
Sprache englisch
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Informatik Netzwerke
Mathematik / Informatik Informatik Software Entwicklung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Schlagworte 3D • augmented reality • Enhancement • filtering • H.264 • Imag • Image • Image Processing • Image Restoration • mm • Multimedia • Processing • proving • Signal Processing
ISBN-10 0-387-72500-8 / 0387725008
ISBN-13 978-0-387-72500-0 / 9780387725000
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