[visionlist] Deadline extension for Signal Processing special issue

olivier.lezoray at unicaen.fr olivier.lezoray at unicaen.fr
Thu Oct 30 14:29:25 PDT 2008



Call for papers for a Special issue of the international journal "Signal 
Processing" on the
"Processing and Analysis of High-Dimensional Masses of Image and Signal 
Data"

###### DEADLINE EXTENDED TO NOVEMBER 30, 2008 ########

The coming century will be that of the data and data mining is already 
considered as one of the most challenging ongoing research fields. Our 
information society continuously invests massively in the collection, 
the processing and the analysis of data of all kinds on enormous scales. 
One typical case is image, video and signal data that are one of the 
major sources that feed our society in torrential streams. 
High-dimensional masses of image, video and signal data can be of two 
types: a high number of data instances or a high number of features 
describing each instance. Anyway, this high-dimensionality is a brake 
for the extraction of knowledge from such data. Indeed, classical 
methods are not designed to cope with this kind of explosive growth of 
dimensionality and their performances collapse when dimensionality gets 
high. For the case of images, video and signal data, one needs efficient 
tools to denoise, process, analyze, reduce, categorize, classify and 
visualize such high-dimensional masses of data.

This issue aims to present the latest developments in this area both 
from theoretical and application perspective to capture the widest 
possible range of problems in the processing and the analysis of high 
dimensional masses of image, video and signal data. To this end, we 
solicit submissions in the following areas, among others focused on 
image, video and signal data:
-Dimensionality reduction,
-Graph-based methods,
-Supervised, unsupervised and semi-supervised learning,
-Manifold learning,
-Clustering, categorization,
-Data denoising, regularization and diffusion,
-Applications

The provisional calendar for the issue is:
-Deadline for submission: November, 30th 2008
-First Round of Reviews/Decisions: January, 31st 2009
-Resubmission of Revised Papers (if needed): April, 30th 2009
-Final Decisions to the authors: June, 30th2009
-Issue Publication (scheduled): fall/winter 2009

Guest Editors:
Christophe Charrier, Olivier Lezoray, Abderrahim Elmoataz; Université de 
Caen Basse-Normandie, France
Robert Bergevin, Université Laval, Québec, Canada
Fathallah Nouboud, Université du Québec à Trois Rivières, Québec, Canada
Louis Wehenkel, Université de Liège, Belgium

Signal Processing International Journal, Elsevier
http://www.elsevier.com/wps/find/journaldescription.cws_home/505662/description

Pdf version of the call for papers:
http://users.info.unicaen.fr/~lezoray/SP_Special_IssueCFP.pdf

-- 
Olivier LEZORAY                      GREYC - CNRS UMR 6072
Communication Networks and Services  Image Team
Cherbourg Institute of Technology    Olivier.Lezoray at unicaen.fr
IUT Saint-Lo                         http://www.info.unicaen.fr/~lezoray
120, Rue de l'exode                  Tel : +33(0)233775514
F-50000 Saint-Lo - FRANCE            Fax : +33(0)233771167
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