Signal Processing for Image Enhancement and Multimedia Processing

333 Pages·2008·11.518 MB·English

by  Benjamín Dugnol, Carlos Fernández, Gonzalo Galiano, Julián Velasco (auth.), Ernesto Damiani, Kokou Yétongnon, Peter Schelkens, Albert Dipanda, Louis Legrand, Richard Chbeir (eds.)

Signal Processing for
Image Enhancement and
Multimedia Processing
MULTIMEDIA SYSTEMS AND
APPLICATIONS SERIES

Consulting Editor

Borko Furht
Florida Atlantic University

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Signal Processing for
Image Enhancement and
Multimedia Processing
edited by

Ernesto Damiani Albert Dipanda
University of Milan University of Bourgogne
Italy France

Kokou Yétongnon Louis Legrand
University of Bourgogne University of Bourgogne
France France

Peter Schelkens Richard Chbeir
Vrije University of Brussels University of Bourgogne
Belgium France
Ernesto Damiani Albert Dipanda
Università Milano-Bicocca Université de Bourgogne
Dipto. Tecnologie dell’Informazione LE2I-CNRS
via Festa del Perdono,7 Aile de l’ingénieur
20122 MILANO, ITALY 21000 Dijon, FRANCE
[e-mail] [e-mail]

Kokou Yétongnon Louis Legrand
Université de Bourgogne Université de Bourgogne
LE2I-CNRS LE2I-CNRS
Aile de l’ingénieur 21000 Dijon, FRANCE
21000 Dijon, FRANCE [e-mail]
[e-mail]

Peter Schelkens Richard Chbeir
Vrije Universiteit Brussel Université de Bourgogne
Dept. Electronics and Info. Processing (ETRO) LE2I-CNRS
Pleinlaan 2 Aile de l’ingénieur
1050 BRUXELLES, BELGIUM 21000 Dijon, FRANCE
[e-mail] [e-mail]

Library of Congress Control Number: 2007936942

Signal Processing for Image Enhancement and Multimedia Processing
edited by Ernesto Damiani, Albert Dipanda, Kokou Yétongnon,
Louis Legrand, Peter Schelkens and Richard Chbeir

ISBN-13: 978-0-387-72499-7 eISBN-13: 978-0-387-72500-0

Printed on acid-free paper.
© 2008 Springer Science+Business Media, LLC
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Preface
Traditionally,signalprocessingtechniqueslayatthefoundationofmultimedia
data processing and analysis. In the past few years, a new wave of advanced
signal-processingtechniques hasdeliveredexciting results,increasingsystems
capabilities of efficiently exchanging image data and extracting useful knowl-
edge from them. Signal Processing for Image Enhancement and Multimedia
Processing is an edited volume, written by well-recognized international re-
searcherswithextendedchapterstyleversionsofthebestpaperspresentedat
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 time-
honoredtopic ofsecuringimageinformation.SignalProcessingforImageEn-
hancementandMultimedia Processingisdesignedforaprofessionalaudience
composedofpractitionersandresearchersinindustry.Thisvolumeisalsosuit-
able as a reference or secondarytext for advanced-levelstudents in computer
science and engineering.
The chapters included in this book are a selection of papers presented at
the SignalandImage Technologiestrackof the internationalSITIS 2006con-
ference. The authors were asked to revise and extend their contributions to
take into account the many challenges and remarks discussed at the confer-
ence. A large number of high quality papers were submitted to SITIS 2006,
demonstrating the growing interest of the researchcommunity for image and
multimedia processing.
We acknowledgethe hardwork and dedication of many people. We thank
theauthorswhohavecontributedtheirwork.Weappreciatethediligentwork
of the SITIS committee members. We are grateful for the help, support and
patienceoftheSpringerpublishingteam.Finally,thankstoIwayanWikacsana
for his invaluable help
Dijon, Milan Ernesto Damiani
July 2007 Kokou Yetongnon
Albert Dipanda
Richard Chbeir
Contents
Part I Image Restauration, Filtering and Compression
1 On PDE-based spectrogram image restoration. Application
to wolf chorus noise reduction and comparison with other
algorithms
Benjam´ın Dugnol, Carlos Ferna´ndez, Gonzalo Galiano, Juli´an Velasco . 3
2 A Modified Mean Shift Algorithm For Efficient Document
Image Restoration
Fadoua Drira, Frank Lebourgois,, Hubert Emptoz..................... 13
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
Toufik Laroussi, Mourad Barkat.................................... 27
4 On-orbit Spatial Resolution Estimation of CBERS-2
Imaging System Using Ideal Edge Target
Kamel Bensebaa, Gerald J. F. Banon, Leila M. G. Fonseca, Guaraci
J. Erthal........................................................ 37
5 Distributed Pre-Processed CA-CFAR Detection Structure
For Non Gaussian Clutter Reduction
Zoubeida Messali, Faouzi Soltani................................... 49
6 Multispectral Satellite Images Processing through
Dimensionality Reduction
Ludovic Journaux, Ir`ene Foucherot and Pierre Gouton ............... 59
7 SAR Image Compression based on Wedgelet-Wavelet
Ruchan Dong, Biao Hou, Shuang Wang, Licheng Jiao ................ 67
VIII Contents
Part II Texture Analysis and Feature Extraction
8 New approach of higher order textural parameters for
image classification using statistical methods
Narcisse Talla Tankam, Albert Dipanda, Emmanuel Tonye ............ 79
9 Texture Discrimination Using Hierarchical Complex
Networks
Thomas Chalumeau, Luciano da F. Costa, Olivier Laligant, Fabrice
Meriaudeau ..................................................... 95
10 Error analysis of subpixel edge localisation
Patrick Mikulastik, Raphael Ho¨ver and Onay Urfalioglu ...............103
11 Edge Point Linking by Means of Global and Local Schemes
Angel D. Sappa, Boris X. Vintimilla ...............................115
12 An Enhanced Detector of Blurred and Noisy Edges
M. Sarifuddin, Rokia Missaoui, Michel Paindavoine, Jean Vaillancourt .127
13 3DFace RecognitionusingICP andGeodesicComputation
Coupled Approach
Boulbaba Ben Amor, Karima Ouji, Mohsen Ardabilian, Faouzi Ghorbel,
Liming Chen ....................................................141
Part III Face Recognition and Shape Analysis
14 A3FD: Accurate 3D Face Detection
Marco Anisetti, Valerio Bellandi, Ernesto Damiani, Luigi Arnone,
Benoit Rat .....................................................155
15 Two dimensional discrete statistical shape models
construction
Isameddine Boukhriss, Serge Miguet, Laure Tougne...................167
16 A New Distorted Circle Estimator using an Active
Contours Approach
Fabrice Mairesse, Tadeusz Sliwa, Yvon Voisin, St´ephane Binczak ......177
17 Detection of Facial Feature Points Using Anthropometric
Face Model
Abu Sayeed Md. Sohail and Prabir Bhattacharya .....................189
18 Intramodal Palmprint Authentication
Munaga. V. N. K. Prasad, P. Manoj, D. Sudhir Kumar, Atul Negi.....201
Contents IX
Part IV Multimedia Processing
19 An Implementation of Multiple Region-Of-Interest Models
in H.264/AVC
Sebastiaan Van Leuven, Kris Van Schevensteen, Tim Dams, Peter
Schelkens .......................................................215
20 Rough Sets-Based Image Processing for Deinterlacing
Gwanggil Jeon, Jechang Jeong .....................................227
21 Intersubband Reconstruction of Lost Low Frequency
Coefficients in Wavelet Coded Images
Joost Rombaut, Aleksandra Piˇzurica, Wilfried Philips .................241
22 Content-Based Watermarking by Geometric Warping and
Feature-Based Image Segmentation
Dima Pro¨frock, Mathias Schlauweg, Erika Mu¨ller ....................255
23 Hardware Based Steganalysis
Kang Sun, Xuezeng Pan, Jimin Wang, Lingdi Ping ..................269
24 Esophageal speech enhancement using source synthesis
and formant patterns modification
Rym Haj Ali, Sofia Ben Jebara ....................................279
25 Arbitrary Image Cloning
Xinyuan Fu, He Guo, Yuxin Wang, Tianyang Liu, Han Li ............289
26 Iterative Joint Source-Channel Decoding with source
statistics estimation: Application to image transmission
Haifa Belhadj, Sonia Zaibi, Ammar Bouall`egue ......................301
27 AER Imaging
Mohamad Susli, Farid Boussaid, Chen Shoushun, Amine Bermak ......313
28 Large deviation spectrum estimation in two dimensions
Mohamed Abadi, Enguerran Grandchamp ..........................323
Index..........................................................335
List of Contributors
Abu Sayeed Md. Sohail Angel D. Sappa
Concordia Institute for Information Computer Vision Center
Systems Engineering (CIISE) Edifici O Campus UAB
Concordia University, 1515 St. 08193 Bellaterra,
Catherine West, Barcelona, Spain
Montreal, Canada [e-mail]
a [e-mail]
Albert Dipanda Atul Negi
LE2i -, Bourgogne University,
Dept. of CIS, University of Hyder-
Dijon, France
abad,
[e-mail]
Hyderabad, India
[e-mail]
Aleksandra Piˇzurica
Ghent University,
St-Pietersnieuwstraat41, B-9000,
Benoit Rat
Ghent, Belgium
EPFL Ecole Polytechnique Federale
aleksandra.pizurica@telin
de Lausanne,
.ugent.be
Lausanne, Swiss
Amine Bermak [e-mail]
Department of Electrical and
Electronic Engineering,
Boris X. Vintimilla
Hong Kong University of Science
Vision and Robotics Center
and Technology Clear Water Bay,
Dept. of Electrical and Computer
Kowloon, Hong Kong, SAR
Science Engineering, Escuela
[e-mail]
Superior Politecnica del Litoral
Ammar Bouall`egue Campus Gustavo Galindo, Prospe-
SYSCOM Lab, ENIT, rina,
Tunis,Tunisia Guayaquil, Ecuador
[e-mail] [e-mail]
XII List of Contributors
Chen Shoushun Fabrice Mairesse
Department of Electrical and Universit´e de Bourgogne, Le2i UMR
Electronic Engineering, CNRS 5158, Route des plaines de
Hong Kong University of Science l’Yonne, BP 16,
and Technology, Clear Water Bay, Auxerre, France
Kowloon, Hong Kong, SAR [e-mail]
[e-mail]
Fabrice Meriaudeau
D. Sudhir Kumar Universit´e de Bourgogne - Le2i, 12
IDRBT, Castle Hills, Road No 1, rue de la Fonderie,
Masab Tank, Le Creusot, France
Hyderabad, India Fabrice@
[e-mail] iutlecreusot.u-bourgogne.fr
Dima Pro¨frock Faouzi Soltani
University of Rostock, Laboratoire Signaux et Syst`emes de
Institute of Communications Engi- Communication,
neering, Universit´e de Constantine,
Rostock, Germany Constantine, Algeria.
[e-mail] [e-mail]
Emmanuel Tonye Farid Boussaid
LETS -, National Higher School School of Electrical Electronic and
Polytechnic, Computer Engineering,
Yaounde, Cameroon The University of Western Australia,
[e-mail] Perth, Australia
[e-mail]
Enguerran Grandchamp
GRIMAAG UAG, Campus de Gerald J. F. Banon
Fouillole NationalInstituteforSpaceResearch
97157 Pointe--Pitre (INPE) Av. dos Astronautas,
Guadeloupe, France Sa˜o Jos´e dos Campos, Brazil
[e-mail] [e-mail]
Erika Mu¨ller Guaraci J. Erthal
University of Rostock, NationalInstituteforSpaceResearch
Institute of Communications Engi- (INPE) Av. dos Astronautas,
neering, Sa˜o Jos´e dos Campos, Brazil
Rostock, Germany [e-mail]
[e-mail]
Gwanggil Jeon
Ernesto Damiani Department of Electronics and
Department of Information Technol- Computer Engineering, Hanyang
ogy, University of Milan University, 17 Haengdang-dong,
via Bramante, 65 - 26013, Seongdong-gu,
Crema (CR), Italy Seoul, Korea
[e-mail] [e-mail]