"Application of decision making in image analysis based on multiple neural
networks (DIANN 2022)"
for CODIT'22
May 17-20, 2022 - Istanbul, Turkey
Session Co-Chairs
Prof. Dan Popescu, University POLITEHNICA of Bucharest (email :
dan.popescu@upb.ro)
Prof. Loretta Ichim, University POLITEHNICA of Bucharest (email :
loretta.ichim@upb.ro)
Prof. Cristina Maria Pinotti, University of Perugia, Italy - (email :
cristina.pinotti@unipg.it)
Session description
This special session deals with the problem of the new trends in image
analysis based on combining multiple artificial neural networks considering
the decision fusion. The goal of the new created such systems is to
increase the statistic performances for detection, classification, and
segmentation of regions of interest from images. The idea is to transfer
the decision of individual classifiers to a global classifier (considered
more objective).
The applications of modern and performant neural networks in different
domains: environment, industry, medicine, agriculture, transportation, and
so on, needs interdisciplinary knowledge and effectively solve many complex
problems which are encountered. Today the image processing systems and the
image sensors are endowed with intelligence and therefore the modern image
analysis systems are based on module cooperation, integration, data
augmentation, decision fusion, deep learning, transfer learning, and the
use of cloud computing.
The goal is to bring together researchers, engineering and users in
different domains which are engaged in resolving problems of distributed
monitoring, diagnosis and control with the aid of modern WSN. We invite you
to present and discuss advances in the research and development of
intelligent image processing based on neural networks.
The topics of interest include, but are not limited to:
- Artificial neural networks,
- Image processing,
- Transfer learning,
- Data augmentation,
- Decision fusion,
- Detection of regions of interest,
- Object classification,
- Image segmentation,
- Applications for monitoring of environmental parameters.
SUBMISSION
Papers must be submitted electronically for peer review through PaperCept
by January 07, 2022:
http://controls.papercept.net/conferences/scripts/start.pl
In PaperCept, click on the CoDIT 2022 link "Submit a Contribution to CoDIT
2022" and follow the steps.
IMPORTANT: All papers must be written in English and should describe
original work. The length of the paper is limited to a maximum of 6 pages
(in the standard IEEE conference double column format).
DEADLINES
January 07, 2022: deadline for paper submission
March 4, 2022: notification of acceptance/reject
March 30, 2022: deadline for final paper and registration
--
Francesco Betti Sorbelli
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