LNLA 2008 - Lausanne, Switzerland

The 2008 International Workshop on Local and Non-Local Approximation in Image Processing

 

Sessions





SESSION I

SESSION II

SESSION III

SESSION IV





Contents

viiPreface
 
SESSION I
 
1SELF-SIMILARITY, FRACTAL MODELS AND SPLINE APPROXIMATION
Michael Unser, EPFL, Switzerland
 
3IMAGE DENOISING AND REGISTRATION BY PDE'S ON THE SPACE OF PATCHES
David Tschumperlé, Luc Brun, ENSICAEN/Université de Caen, France
 
11UNIFYING LOCAL AND NONLOCAL PROCESSING WITH PARTIAL DIFFERENCE OPERATORS ON WEIGHTED GRAPHS
Abderrahim Elmoataz, Olivier Lézoray, Université de Caen Basse-Normandie, France, Sébastien Bougleux, Université de Paris-Dauphine, France, Vinh-Thong Ta, Université de Caen Basse-Normandie, France
 
27NONPARAMETRIC REGRESSION IN IMAGING: FROM LOCAL KERNEL TO MULTIPLE-MODEL NONLOCAL COLLABORATIVE FILTERING
Vladimir Katkovnik, Alessandro Foi, Karen Egiazarian, Jaakko Astola, Tampere University of Technology, Finland
 
39PATCH-BASED MARKOV MODELS FOR CHANGE DETECTION IN IMAGE SEQUENCE ANALYSIS
Thierry Pécot, Charles Kervrann, INRA/INRIA, France
 
45ADAPTIVE ORTHONORMAL BASES FOR VIDEO COMPRESSION
Ariel Bernal, Sebastian Ferrando, Ryerson University, Canada
 
53IMAGE AND VIDEO SUPER-RESOLUTION VIA SPATIALLY ADAPTIVE BLOCK-MATCHING FILTERING
Aram Danielyan, Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian, Tampere University of Technology, Finland
 
SESSION II
 
61A SIMPLE MODEL FOR AFFINE SELF-SIMILARITY OF IMAGES AND ITS APPLICATIONS
Edward Vrscay, University of Waterloo, Canada
 
77ADAPTIVE DCT-BASED 1-D FILTERING OF POISSON AND MIXED POISSON AND IMPULSIVE NOISE
Vladimir Lukin, Dmitriy Fevralev, Sergey Abramov, National Aerospace University, Ukraine, Sari Peltonen, Jaakko Astola, Tampere University of Technology, Finland
 
85REAL-TIME ANISOTROPIC FILTERING BASED ON LINE INTEGRAL CONVOLUTION APPROXIMATIONS
Benoît Vandame, Canon Research Centre France, France
 
93LOCAL BACKGROUND SPRITE GENERATION
Andreas Krutz, Alexander Glantz, Technische Universität Berlin, Germany, Michael Frater, University of New South Wales, Australia, Thomas Sikora, Technische Universität Berlin, Germany
 
103NONLOCAL TEXTURE FILTERING WITH EFFICIENT TREE STRUCTURES AND INVARIANT PATCH SIMILARITY MEASURES
Oliver Kleinschmidt, University of Bonn, Germany, Thomas Brox, University of Dresden, Germany, Daniel Cremers, University of Bonn, Germany
 
115MODELS FOR TEXTURE BASED VIDEO CODING
Marc Bosch, Fengqing Zhu, Edward J. Delp, Purdue University, West Lafayette, Indiana, USA
 
121DETECTING COPY-PASTE FORGERY OF JPEG IMAGE VIA BLOCK ARTIFACT GRID EXTRACTION
Weihai Li, University of Science and Technology of China, China, Yuan Yuan, Aston University, United Kingdom, Nenghai Yu, University of Science and Technology of China, China
 
127PATCH-BASED IMAGE INTERPOLATION: ALGORITHMS AND APPLICATIONS
Xin Li, West Virginia University, USA
 
SESSION III
 
133NON LOCAL DEMOSAICKING
Antoni Buades, Universite Paris Descartes, France, Bartomeu Coll, University of Balearic Islands, Spain, Jean-Michel Morel, CMLA Cachan, France, Catalina Sbert, University of Balearic Islands, Spain
 
135A ROTATIONALLY INVARIANT BLOCK MATCHING STRATEGY IMPROVING IMAGE DENOISING WITH NON-LOCAL MEANS
Sebastian Zimmer, Stephan Didas, Joachim Weickert, Saarland University, Germany
 
143AN IMPROVED NON-LOCAL DENOISING ALGORITHM
Bart Goossens, Hiêp Luong, Aleksandra Pizurica, Wilfried Philips, Ghent University, Belgium
 
157PARALLEL NON-LOCAL DENOISING OF DEPTH MAPS
Timo Schairer, Benjamin Huhle, Philipp Jenke, Wolfgang Strasser, University of Tübingen, Germany
 
165SELF-SIMILARITY IN IMAGING, 20 YEARS AFTER "FRACTALS EVERYWHERE"
Mehran Ebrahimi, Edward Vrscay, University of Waterloo, Canada
 
173ADCTC: ADVANCED DCT-BASED IMAGE CODER
Nikolay Ponomarenko, Vladimir Lukin, National Aerospace University, Ukraine, Karen Egiazarian, Jaakko Astola, Tampere University of Technology, Finland
 
179A NONLOCAL AND SHAPE-ADAPTIVE TRANSFORM-DOMAIN COLLABORATIVE FILTERING
Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian, Tampere University of Technology, Finland
 
SESSION IV
 
187STRUCTURE ADAPTIVE METHODS IN IMAGE DENOISING
Vladimir Spokoiny, Weierstrass Institute for Applied Analysis and Stochastics, Germany
 
189LOCAL CRITERIA AND LOCAL ADAPTIVE FILTERING IN IMAGE PROCESSING: A RETROSPECTIVE VIEW
Leonid Yaroslavsky, Tel Aviv University, Israel
 
197A METHOD FOR DESIGNING THE DOUBLE-DENSITY DUAL-TREE DISCRETE WAVELET TRANSFORM
Bogdan Dumitrescu, Ali Bahrami Rad, Tampere University of Technology, Finland
 
205PHASE IMAGING: UNWRAPPING AND DENOISING WITH DIVERSITY AND MULTI-RESOLUTION
Gonçalo Valadão, José Bioucas-Dias, Instituto Superior Técnico/ Instituto de Telecomunicações, Portugal
 
213CONVERGENCE AND ERROR ANALYSIS OF DIFFRACTION FIELD ITERATIVE NON-UNIFORM SAMPLING SCHEMES
Vladislav Uzunov, Atanas Gotchev, Karen Egiazarian, Tampere University of Technology, Finland
 
221MULTIFRAME RAW-DATA DENOISING BASED ON BLOCK-MATCHING AND 3-D FILTERING FOR LOW-LIGHT IMAGING AND STABILIZATION
Giacomo Boracchi, Politecnico di Milano, Italy, Alessandro Foi, Tampere University of Technology, Finland


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