Damiani / Dipanda / Yetongnon Signal Processing for Image Enhancement and Multimedia Processing

1. Auflage 2007
ISBN: 978-0-387-72500-0
Verlag: Springer-Verlag
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 338 Seiten

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.

Autoren/Hrsg.

Damiani, Ernesto

Dipanda, Albert

Yetongnon, Kokou

Legrand, Louis

Schelkens, Peter

Chbeir, Richard

Inhaltsverzeichnis

1;Preface;6
2;Contents;7
3;List of Contributors;10
4;Image Restauration, Filtering and Compression;16
4.1;1 On PDE-based spectrogram image restoration. Application to wolf chorus noise reduction and comparison with other algorithms;17
4.2;2 A Modified Mean Shift Algorithm For Efficient Document Image Restoration;27
4.3;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
4.4;4 On-orbit Spatial Resolution Estimation of CBERS- 2 Imaging System Using Ideal Edge Target;50
4.5;5 Distributed Pre-Processed CA-CFAR Detection Structure For Non Gaussian Clutter Reduction;62
4.6;6 Multispectral Satellite Images Processing through Dimensionality Reduction;71
4.7;7 SAR Image Compression based on Wedgelet- Wavelet;79
5;Texture Analysis and Feature Extraction;88
5.1;8 New approach of higher order textural parameters for image classification using statistical methods;89
5.2;9 Texture Discrimination Using Hierarchical Complex Networks;105
5.3;10 Error analysis of subpixel edge localisation;113
5.4;11 Edge Point Linking by Means of Global and Local Schemes;124
5.5;12 An Enhanced Detector of Blurred and Noisy Edges;135
5.6;13 3D Face Recognition using ICP and Geodesic Computation Coupled Approach;149
6;Face Recognition and Shape Analysis;160
6.1;14 A3FD: Accurate 3D Face Detection;161
6.2;15 Two dimensional discrete statistical shape models construction;172
6.3;16 A New Distorted Circle Estimator using an Active Contours Approach;182
6.4;17 Detection of Facial Feature Points Using Anthropometric Face Model;193
6.5;18 Intramodal Palmprint Authentication;205
7;Multimedia Processing;217
7.1;19 An Implementation of Multiple Region- Of- Interest Models in H.264/AVC;218
7.2;20 Rough Sets-Based Image Processing for Deinterlacing;229
7.3;21 Intersubband Reconstruction of Lost Low Frequency Coefficients in Wavelet Coded Images;242
7.4;22 Content-Based Watermarking by Geometric Warping and Feature- Based Image Segmentation;255
7.5;23 Hardware Based Steganalysis;268
7.6;24 Esophageal speech enhancement using source synthesis and formant patterns modification;278
7.7;25 Arbitrary Image Cloning;288
7.8;26 Iterative Joint Source-Channel Decoding with source statistics estimation: Application to image transmission;300
7.9;27 AER Imaging;311
7.10;28 Large deviation spectrum estimation in two dimensions;320
8;Index;331