Signal Processing for Image Enhancement and Multimedia Processing PDF
Preview Signal Processing for Image Enhancement and Multimedia Processing
Signal Processing for Image Enhancement and Multimedia Processing MULTIMEDIA SYSTEMS AND APPLICATIONS SERIES Consulting Editor Borko Furht Florida Atlantic University Recently Published Titles: MACHINE LEARNING FOR MULTIMEDIA CONTENT ANALYSIS by Yihong Gong and Wei Xu; ISBN: 978-0-387-69938-7 DISTRIBUTED MULTIMEDIA RETRIEVAL STRATEGIES FOR LARGE SCALE NETWORKED SYSTEMS by Bharadwaj Veeravalli and Gerassimos Barlas; ISBN: 978-0-387-28873-4 MULTIMEDIA ENCRYPTION AND WATERMARKING by Borko Furht, Edin Muharemagic, Daniel Socek: ISBN: 0-387-24425-5 SIGNAL PROCESSING FOR TELECOMMUNICATIONS AND MULTIMEDIA edited by T.A Wysocki,. B. Honary, B.J. Wysocki; ISBN 0-387-22847-0 ADVANCED WIRED AND WIRELESS NETWORKS by T.A.Wysocki,, A. Dadej, B.J. Wysocki; ISBN 0-387-22781-4 CONTENT-BASED VIDEO RETRIEVAL: A Database Perspective by Milan Petkovic and Willem Jonker; ISBN: 1-4020-7617-7 MASTERING E-BUSINESS INFRASTRUCTURE edited by Veljko Milutinović, Frédéric Patricelli; ISBN: 1-4020-7413-1 SHAPE ANALYSIS AND RETRIEVAL OF MULTIMEDIA OBJECTS by Maytham H. Safar and Cyrus Shahabi; ISBN: 1-4020-7252-X MULTIMEDIA MINING: A Highway to Intelligent Multimedia Documents edited by Chabane Djeraba; ISBN: 1-4020-7247-3 CONTENT-BASED IMAGE AND VIDEO RETRIEVAL by Oge Marques and Borko Furht; ISBN: 1-4020-7004-7 ELECTRONIC BUSINESS AND EDUCATION: Recent Advances in Internet Infrastructures edited by Wendy Chin, Frédéric Patricelli, Veljko Milutinović; ISBN: 0-7923-7508-4 INFRASTRUCTURE FOR ELECTRONIC BUSINESS ON THE INTERNET by Veljko Milutinović; ISBN: 0-7923-7384-7 DELIVERING MPEG-4 BASED AUDIO-VISUAL SERVICES by Hari Kalva; ISBN: 0- 7923-7255-7 CODING AND MODULATION FOR DIGITAL TELEVISION by Gordon Drury, Garegin Markarian, Keith Pickavance; ISBN: 0-7923-7969-1 Visit the series on our website: www.springer.com 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 [email protected] [email protected] Kokou Yétongnon Louis Legrand Université de Bourgogne Université de Bourgogne LE2I-CNRS LE2I-CNRS Aile de l’ingénieur 21000 Dijon, FRANCE 21000 Dijon, FRANCE [email protected] [email protected] 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 [email protected] [email protected] 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 All rights reserved. This work may not be translated or copied in whole or in part without the written permission of the publisher (Springer Science+Business Media, LLC, 233 Spring Street, New York, NY 10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with any form of information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed is forbidden. The use in this publication of trade names, trademarks, service marks and similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights. 9 8 7 6 5 4 3 2 1 springer.com 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 [email protected] a [email protected] Albert Dipanda Atul Negi LE2i -, Bourgogne University, Dept. of CIS, University of Hyder- Dijon, France abad, [email protected] Hyderabad, India [email protected] 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 [email protected] 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 [email protected] Superior Politecnica del Litoral Ammar Bouall`egue Campus Gustavo Galindo, Prospe- SYSCOM Lab, ENIT, rina, Tunis,Tunisia Guayaquil, Ecuador [email protected] [email protected] 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 [email protected] [email protected] 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@ [email protected] 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. [email protected] [email protected] Emmanuel Tonye Farid Boussaid LETS -, National Higher School School of Electrical Electronic and Polytechnic, Computer Engineering, Yaounde, Cameroon The University of Western Australia, [email protected] Perth, Australia [email protected] 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 [email protected] [email protected] 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 [email protected] [email protected] 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 [email protected] [email protected]
The list of books you might like
