IMTA-7: Image Mining. Theory and Applications In conjunction with the 25th International Conference on Pattern Recognition (ICPR) Milan, Italy, January 11, 2021 |
Conference website | http://imta.isti.cnr.it/ |
Submission link | https://easychair.org/conferences/?conf=imta7 |
Abstract registration deadline | October 10, 2020 |
Submission deadline | October 10, 2020 |
Author notification | November 10, 2020 |
Camera ready | November 15, 2020 |
The Workshop "Image Mining. Theory and Applications" (IMTA VII) is a satellite event of ICPR 2020 that will be held in Milan, Italy, January 10-15, 2021. The main purpose of the IMTA VII Workshop is to provide the fusion of modern mathematical approaches and techniques for image analysis/pattern recognition with the requests of applications using an image as initial data representation.
Participants will enjoy the opportunity to discuss methodological aspects and mathematical and computational techniques for automation of image mining on the base of mathematical theory for pattern recognition and image analysis. The workshop aims at discussing artificial intelligence techniques, in particular, linguistic and knowledge engineering tools for image mining and to estimate the prospects of the algebraic approaches in representation of image analysis knowledge. The interpretation of mathematical and linguistic techniques will be illustrated by application problems, mainly from biology and medicine, from automation of scientific research, industrial applications and of many other domains generating breakthrough and difficult application tasks.
Submission Guidelines
We invite submission of full and short papers describing work in the domains of theory and applications of image mining, or in closely-related areas.
- Full papers: 12-15 pages
- Short papers: 6-8 pages
Word/Latex Templates: please directly refer to the following link (always up to date version):https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines
Submission link: https://easychair.org/conferences/?conf=imta7
List of Topics
- Methodological advances in image analysis and pattern recognition with a special focus on
- Algebra
- Discrete mathematics
- Computational Topology
- Machine Learning
- New Mathematical Techniques in Image Mining
- Algebraic Approaches
- Image and Lattice Algebras
- Lattice-based Deep Hierarchical Representations and Neural Networks
- Discrete Mathematics Techniques
- Descriptive Techniques and Ill-Structured Data Representation Problems
- Structural and Syntactic Techniques
- Multiple Classifiers and Fusion of Algorithms
- Pattern Recognition Techniques in Image-Mining Environment
- Other Mathematical Techniques
- Image Models, Representations and Features
- Automation of Image and Data Mining
- Image and Ill-Structured Data Analysis
- Image Mining, Computer Vision and Knowledge-Based Systems
- Image Databases
- Image Mining Technologies
- Artificial Intelligence Techniques in Image Mining
- Knowledge Representation, Processing, Extracting and Analysis
- Image Knowledge Bases
- Linguistic Tools for Image Mining (Image Science Ontologies; Image Science Thesauri)
- Applied problems
- Bioinformatics
- Bioengineering
- Medical applications
- Industry and Economics
- Cultural Heritage
- Other Important, Difficult and Interesting Applied Problems
Scientific Committee members
Co-chairs
- Dr.-Eng. Igor Gurevich, Federal Research Center “Computer Sciences and Control” of the Russian Academy of Sciences, Moscow, the Russian Federation, e-mail: igourevi@ccas.ru
- Dr. Davide Moroni, Institute of Information Science and Technologies "A. Faedo" (ISTI) National Research Council of Italy (CNR) - Research Area of Pisa, Italy, e-mail: davide.moroni@cnr.it
- Professor Dietrich Paulus, University Koblenz-Landau, Koblenz, Germany, e-mail: paulus@uni-koblenz.de
- Dr. Vera Yashina, Federal Research Center “Computer Sciences and Control” of the Russian Academy of Sciences, Moscow, the Russian Federation, e-mail: werayashina@gmail.com
Members
- Professor Full member of the National Academy of Sciences of Belarus Republic Sergey Ablameyko, Belarusian State University, Belarusian Academy of Sciences, Belarus Republic, e-mail: ablameyko@bsu.by
- Dr. Sara Colantonio, Institute of Information Science and Technologies "A. Faedo" (ISTI) National Research Council of Italy (CNR) - Research Area of Pisa, Italy, e-mail sara.colantonio@isti.cnr.it
- Dr. Daniela Giorgi, Institute of Information Science and Technologies "A. Faedo" (ISTI) National Research Council of Italy (CNR) - Research Area of Pisa, Italy, e-mail: daniela.giorgi@isti.cnr.it
- Professor. Dr. Manuel Grana, Universidad del Pais Vasco, San Sebastian, Spain, e-mail: manuel.grana@ehu.es
- Professor Dr. Vassilis Kaburlasos, The Eastern Macedonia and Thrace Institute of Kavala, Kavala, Greece, e-mail: vgkabs@teiemt.gr
- Prof. Claudia Landi, University of Modena and Reggio Emilia, Department of Engineering Sciences and Methods, e-mail:claudia.landi@unimore.it
- Professor Dr. Anatoly Nemirko, St.- Petersburg Electrotechnical University “LETI”, St.- Petersburg, the Russian Federation, e-mail: apn-bs@yandex.ru
- Professor Dr. Heinrich Niemann, Friedrich-Alexander-University of Erlangen-Nuremberg, Germany, e-mail: niemann@informatik.uni-erlangen.de
- Dr. Maria Antonietta Pascali, Institute of Information Science and Technologies "A. Faedo" (ISTI) National Research Council of Italy (CNR) - Research Area of Pisa, Italy, e-mail: maria.antonietta.pascali@isti.cnr.it
- Professor Dr. Bernd Radig, Munich Technical University, Munich, Germany, e-mail: radig@in.tum.de
- Professor Dr. Gerhard Ritter, University of Florida, Gainesville, USA, e-mail: ritter@cise.ufl.edu
- Dr. Ovidio Salvetti, Institute of Information Science and Technologies "A. Faedo" (ISTI) National Research Council of Italy (CNR) - Research Area of Pisa, Italy, e-mail: ovidio.salvetti@isti.cnr.it
- Professor Dr. Humberto Sossa, Instituto Polytechnico National (IPN), Head of Department of Robotica y Mecatronica, Mexico City, Mexico, e-mail: hsossa@cic.ipn.mx
Publication
Accepted submissions will be presented either as oral or posters at the workshop, and published in the ICPR 2020 Workshops volume, edited by Springer.
After the meeting, the full texts of the papers presented at the IMTA VII, selected and recommended by IMTA Committee, will be published in 2021 in a Special Issue of the International Journal of the Russian Academy of Sciences “Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications” (PRIA).
Venue
The workshop will be held in Milan, the 11th of January, 2021 in conjunction with the 25th International Conference on Pattern Recognition (ICPR 2020).
Contact
All questions about submissions should be emailed to imta@isti.cnr.it