Image and Signal Processing: 4th International Conference, ICISP 2010, Trois-Rivières, QC, Canada, June 30-July 2, 2010. Proceedings

617 Pages·2010·15.93 MB·English

by  Kaori Kataoka

Lecture Notes in Computer Science 6134
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DavidHutchison
LancasterUniversity,UK
TakeoKanade
CarnegieMellonUniversity,Pittsburgh,PA,USA
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UniversityofSurrey,Guildford,UK
JonM.Kleinberg
CornellUniversity,Ithaca,NY,USA
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UniversityofCalifornia,Irvine,CA,USA
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ETHZurich,Switzerland
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StanfordUniversity,CA,USA
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WeizmannInstituteofScience,Rehovot,Israel
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UniversityofBern,Switzerland
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IndianInstituteofTechnology,Madras,India
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TUDortmundUniversity,Germany
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MicrosoftResearch,Cambridge,MA,USA
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UniversityofCalifornia,LosAngeles,CA,USA
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UniversityofCalifornia,Berkeley,CA,USA
GerhardWeikum
Max-PlanckInstituteofComputerScience,Saarbruecken,Germany
Abderrahim Elmoataz Olivier Lezoray
Fathallah Nouboud Driss Mammass
Jean Meunier (Eds.)
Image and
Signal Processing
4th International Conference, ICISP 2010
Trois-Rivières, QC, Canada, June 30-July 2, 2010
Proceedings
1 3
VolumeEditors
AbderrahimElmoataz
OlivierLezoray
UniversitédeCaenBasse-Normandie
GREYCUMRCNRS6072,ENSICAEN,14050Caen,France
E-mail:{abderrahim.elmoataz-billah;olivier.lezoray}@unicaen.fr
FathallahNouboud
UniversitéduQuébecàTrois-Rivières
DépartementdeMathématiquesetd’informatique
G9A5H7Trois-Rivières,QC,Canada
E-mail:[email protected]
DrissMammass
UniversitéIbnZohr,FacultédesSciences,Agadir,Morocco
E-mail:[email protected]
JeanMeunier
UniversitédeMontreal
Départementd’InformatiqueetdeRechercheOpérationnelle
Montreal,QC,H3C3J7Canada
E-mail:[email protected]
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CRSubjectClassification(1998):I.4,I.5,H.3,F.1,I.2.10,C.3
LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,
andGraphics
ISSN 0302-9743
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Preface
ICISP 2010, the International Conference on Image and Signal Processing, was
the fourth ICISP conference, and was held in Trois-Rivi`eres, Qu´ebec, Canada.
Historically, ICISP is a conference resulting from the actions of researchers of
Canada,FranceandMorocco.PreviouseditionsofICISPwereheldinCherbourg-
Octeville (France), Agadir (Morocco), and Agadir (Morocco) in 2008,2003 and
2001,respectively.ICISP 2010wassponsoredby EURASIP (EuropeanAssocia-
tion for Image and Signal Processing) and IAPR (International Association for
Pattern Recognition).
The response to the call for papers for ICISP 2010 was encouraging. From
165 full papers submitted, 69 were finally accepted (54 oral presentations, and
15 posters). The review process was carried out by the Program Committee
members; all are experts in various image and signal processing areas. Each
paperwasreviewedbyatleasttworeviewers,andalsocheckedbythe conference
Co-chairs. The quality of the papers in these proceedings is attributed first to
the authors, and second to the quality of the reviews provided by the experts.
We wouldliketo thankthe authorsforrespondingtoourcall,andwethankthe
reviewers for their excellent work.
Wewereverypleasedtobeabletoincludeintheconferenceprogramkeynote
talks by three world-renowned experts: Yann Lecun, Silver Professor of Com-
puter Science and Neural Science, The Courant Institute of Mathematical Sci-
encesandCenterforNeuralScience,New YorkUniversity(USA); TheoGevers,
Associate Professor,Faculty of Science, University of Amsterdam (The Nether-
lands);andLeoGrady,SeniorMemberofTechnicalStaffwithSiemensCorporate
Research in Princeton, New Jersey (USA).
We wouldlike to thank the members ofthe LocalOrganizingCommittee for
theiradvice andhelp.We wouldalsoliketo thankOlivierLezorayforpreparing
theproceedingsandtheremotesitesoftheUniversit´edeCaenBasse-Normandie
located in the Manche for their support. We are grateful to Springer’s editorial
staff for supporting this publication in the LNCS series.
Finally, we were very pleased to welcome all the participants to this confer-
ence. For those who did not attend, we hope this publication provides a good
viewintotheresearchpresentedattheconference,andwelookforwardtomeet-
ing you at the next ICISP conference.
April 2010 Abderrahim Elmoataz
Olivier Lezoray
Fathallah Nouboud
Driss Mammass
Jean Meunier
ICISP 2010 – International Conference on Image
and Signal Processing
General Chair
Fathallah Nouboud
Universit´e du Qu´ebec `a Trois-Rivi`eres,Qu´ebec, Canada
[email protected]
General Co-chair
Abderrahim Elmoataz
Universit´e de Caen Basse-Normandie,France
[email protected]
Program Committee Chair
Olivier Lezoray
Universit´e de Caen Basse-Normandie,France
[email protected]
Program Committee Co-chair
Driss Mammass
Universit´e Ibn Zohr, Morocco
driss [email protected]
Program Committee Co-chair
Jean Meunier
Universit´e de Montr´eal,Qu´ebec, Canada
[email protected]
Local Committee Chair
Alain Chalifour
Universit´e du Qu´ebec `a Trois-Rivi`eres,Qu´ebec, Canada
[email protected]
Website
Ara Studio
Trois-Rivi`eres,Qu´ebec, Canada
VIII Organization
International Associations Sponsors
International Association for Pattern Recognition (IAPR)
European Association for Signal Processing (EURASIP)
Sponsoring Institutions
Universit´e du Qu´ebec `a Trois-Rivi`eres,Qu´ebec, Canada
Universit´e de Caen Basse-Normandie,France
Universit´e de Caen Basse-Normandie,sites d´elocalis´esde la Manche, France
Universit´e Ibn Zohr, Morocco
Centre de recherches math´ematiques, Montr´eal,Qu´ebec, Canada.
Local Organizing Committee
Alain Chalifour Universit´eduQu´ebec`aTrois-Rivi`eres,Qu´ebec,
Canada
Linda Badri Universit´eduQu´ebec`aTrois-Rivi`eres,Qu´ebec,
Canada
Mourad Badri Universit´eduQu´ebec`aTrois-Rivi`eres,Qu´ebec,
Canada
Program Committee
Ennaji Abdel Universit´e de Rouen, France
Driss Aboutajdine Universit´e Mohamed V, Morocco
Antonis Argyros University of Crete and FORTH-ICS, Greece
Sebastiano Battiato University of Catania, Italy
Abdel Belaid Universit´e de Vand.-Les-Nancy, France
Mostafa Bellafkih INPT- Rabat, Morocco
Charles Beumier Royal Military Academy, Belgium
Guillaume-Alexandre Bilodeau E´cole Polytechnique de Montr´eal, Canada
Diego Borro Ceit And Tecnun, Spain
Adrian Bors University of York, Great Britain
Alain Boucher The Francophone Institute For Computer
Science, Vietnam
S´ebastien Bougleux Universit´e de Caen Basse-Normandie,France
Alexandra Branzan University of Victoria, Canada
Luc Brun ENSICAEN, France
Gustavo Carneiro Technical University of Lisbon, Portugal
Emre Celebi Louisiana State University, USA
Alain Chalifour Universit´e du Qu´ebec `a Trois Rivi`eres, Canada
Christophe Charrier Universit´e de Caen Basse-Normandie,France
Xiaochun Cheng Middlesex University, UK
Ronald Chung The Chinese University of Hong Kong, China
Organization IX
Laurent Cohen Ceremade, France
Tomeu Coll Universitat de les Illes Balears, Spain
Jose Crespo Universidad Polit´ecnica de Madrid, Spain
Kevin Curran University of Ulster, UK
J´erˆome Darbon UCLA, USA
Marleen de Bruijne University of Copenhagen, Denmark
Farzin Deravi University of Kent, United Kingdom, UK
Francois Deschenes Universit´e du Qu´ebec `a Rimouski, Canada
Laurent Duval Ifp, France
Ayman El-Baz University of Louisville, USA
Abderrahim Elmoataz Universit´e de Caen Basse-Normandie,France
Adrian Evans University of Bath, Great Britain
Christine Fernandez-Maloigne Universit´e de Poitiers, France
Andrea Fusiello Universita` di Verona, Italy
Antonios Gasteratos Democritus University of Thrace, Greece
Basilios Gatos National Center for Scientific Research, Greece
Abel Gomes University of Beira Interior, Portugal
Michael Greenspan Queen’s University, Canada
Metin Gurcan OSU Columbus, USA
Rachid Harba Ecole Polytechnique de l’Universit´e d’Orl´eans,
France
St´ephanie Jehan-Besson Laboratoire LIMOS CNRS, France
Xiaoyi Jiang University of Mu¨nster, Germany
Pierre-Marc Jodoin Universit´e de Sherbrooke,Canada
Zoltan Kato University of Szeged, Hungary
Mohamed Lamine Kherfi Universit´e de Qu´ebec `a Trois Rivi`eres, Canada
Dimitrios Kosmopoulos NCSR Demokritos, Greece
Michal Kozubek Masaryk University, Czech Republic
Zakaria Lakhdari Universit´e de Caen, France
Denis Laurendeau Universit´e Laval, Canada
S´ebastien Lefevre Universit´e de Strasbourg, France
Reiner Lenz Reiner Lenz, ITN, Sweden
Olivier L´ezoray Universit´e de Caen Basse-Normandie,France
Xuelong Li University of London, UK
Chen Liming Ecole Centrale de Lyon, France
R´emy Malgouyres Universit´e de Clermont-Ferrand,France
Driss Mammass Universit´e Ibn Zohr, Morocco
Alamin Mansouri Universit´e de Bourgogne,France
Franck Marzani Universit´e de Bourgogne,France
Brendan Mccane University of Otago, New Zealand
Mahmoud Melkemi Universit´e Haute Alsace, France
Jean Meunier Universit´e de Montre´eal,Canada
Francois Meunier Universit´e du Qu´ebec `a Trois-Rivi`eres,Canada
Cyril Meurie Universit´e de Technologie de
Belfort-Montbeliard, France
X Organization
Max Mignotte Universit´e de Montr´eal,Canada
Amar Mitiche INRS-Energie, Mat´eriaux et
T´el´ecommunications,Canada
Philippos Mordohai Stevens Institute of Technology, USA
Fathallah Nouboud Universit´e de Qu´ebec `a Trois Rivi`eres, Canada
Yanwei Pang Tianjin University, China
Bogdan Raducanu Computer Vision Center, Spain
Eraldo Ribeiro Florida Institute Of Technology, USA
Christophe Rosenberger ENSICAEN, France
Gerald Schaefer LoughboroughUniversity, UK
Sophie Schupp Universit´e de Caen Basse-Normandie,France
Lik-Kwan Shark University of Central Lancashire, UK
Jialie Shen Singapore Management University, Singapore
Bogdan Smolka Silesian University of Technology, Poland
Jean-Luc Starck CEA, France
Andrea Torsello University of Venice, Italy
Eiji Uchino Yamaguchi University, Japan
Yvon Voisin Universit´e de Bourgogne,France
Liang Wang University of Melbourne, Australia
Djemel Ziou Universit´e de Sherbrooke,Canada
Table of Contents
Image Filtering and Coding
Facial Parts-Based Face Hallucination Method....................... 1
Kaori Kataoka, Shingo Ando, Akira Suzuki, and Hideki Koike
Geometric Image Registration under Locally Variant Illuminations
Using Huber M-estimator......................................... 10
M.M. Fouad, R.M. Dansereau, and A.D. Whitehead
Morphological Sharpening and Denoising Using a Novel Shock Filter
Model .......................................................... 19
Cosmin Ludusan, Olivier Lavialle, Romulus Terebes, and
Monica Borda
Resolution Scalable Image Coding with Dyadic Complementary
Rational Wavelet Transforms ...................................... 28
F. Petngang, R.M. Dansereau, and C. Joslin
LMMSE-Based Image Denoising in Nonsubsampled Contourlet
Transform Domain ............................................... 36
Md. Foisal Hossain, Mohammad Reza Alsharif, and
Katsumi Yamashita
Wavelet-Based Multi-Channel Image Denoising Using Fuzzy Logic ..... 44
Jamal Saeedi and Ali Abedi
An Adaptive Multiresolution-Based Multispectral Image Compression
Method......................................................... 54
Jonathan Delcourt, Alamin Mansouri, Tadeusz Sliwa, and
Yvon Voisin
Zoom Based Super-Resolution: A Fast Approach Using Particle Swarm
Optimization .................................................... 63
Prakash Gajjar and Manjunath Joshi
Real Time Human Visual System Based Framework for Image Fusion... 71
Gaurav Bhatnagar, Q.M. Jonathan Wu, and
Balasubramanian Raman
Color VQ-Based Image Compression by Manifold Learning............ 79
Christophe Charrier and Olivier L´ezoray
Total Variation Minimization with Separable Sensing Operator ........ 86
Serge L. Shishkin, Hongcheng Wang, and Gregory S. Hagen
XII Table of Contents
Pattern Recognition
Circle Location by Moments....................................... 94
Vivian Cho and Wm. Douglas Withers
Remote Sensing Image Registration Techniques: A Survey............. 103
Suma Dawn, Vikas Saxena, and Bhudev Sharma
Assessment of the Artificial Habitat in Shrimp Aquaculture Using
Environmental Pattern Classification ............................... 113
Jos´e Juan Carbajal Herna´ndez,
Luis Pastor Sa´nchez Ferna´ndez, and Marco Antonio Moreno Ibarra
Speech Recognition System of Arabic Alphabet Based on a Telephony
Arabic Corpus................................................... 122
Yousef Ajami Alotaibi, Mansour Alghamdi, and Fahad Alotaiby
Statistical and Neural Classifiers: Application for Singer and Music
Discrimination in Polyphonic Music Context ........................ 130
Hassan Ezzaidi and Mohammed Bahoura
An Adaptive Method Using Genetic Fuzzy System to Evaluate
Suspended Particulates Matters SPM from Landsat and Modis Data ... 137
Bahia Lounis, Sofiane Rabia, Adlene Ramoul, and
Aichouche Belhadj Aissa
An Efficient Combination of Texture and Color Information for
Watershed Segmentation.......................................... 147
Cyril Meurie, Andrea Cohen, and Yassine Ruichek
New Approach Based on Texture and Geometric Features for Text
Detection ....................................................... 157
Hinde Anoual, Sanaa El Fkihi, Abdelilah Jilbab, and
Driss Aboutajdine
Segmentation of Images of Lead Free Solder ......................... 165
Matthias Scheller Lichtenauer, Silvania Avelar, and
Grzegorz Toporek
Grassland Species Characterizationfor Plant Family Discrimination by
Image Processing ................................................ 173
Mohamed Abadi, Anne-Sophie Capelle-Laiz´e, Majdi Khoudeir,
Didier Combes, and Serge Carr´e
Biometry
Efficient Person Identification by Fusion of Multiple Palmprint
Representations.................................................. 182
Abdallah Meraoumia, Salim Chitroub, and Ahmed Bouridane