NDLI: Design efficient technologies for context image analysis in dialog HCI using self-configuring novelty search genetic algorithm

Content Provider	IEEE Xplore Digital Library
Author	Sopov, Evgeny Ivanov, Ilia
Copyright Year	2014
Description	Author affiliation: Institute of Computer Science and Telecommunications, Siberian State Aerospace University, Krasnoyarsk, Russia (Sopov, Evgeny; Ivanov, Ilia)
Abstract	The efficiency of HCI systems can be sufficiently improved by the analysis of additional contextual information about the human user and interaction process. The processing of visual context provides HCI with such information as user identification, age, gender, emotion recognition and others. In this work, an approach to adaptive model building for image classification is presented. The novelty search based upon the multi-objective genetic algorithm is used to stochastically design a variety of independent technologies, which provide different image analysis strategies. Finally, the ensemble based decision is built adaptively for the given image analysis problem.
Sponsorship	INSTICC
Starting Page	832
Ending Page	839
File Size	361255
Page Count	8
File Format	PDF
e-ISBN	9789897580628
DOI	10.5220/0005147108320839
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-09-01
Publisher Place	Austria
Access Restriction	Subscribed
Rights Holder	SCITEPRESS
Subject Keyword	Algorithm design and analysis Image analysis Image recognition Sociology Novelty Search Classification Feature extraction Search problems Image Analysis Multiobjective Genetic Algorithm Genetic algorithms
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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