Název: Implementation of face recognition methods as a first step for human behaviour analysis in intelligent room
Autoři: Ronzhin, Alexander
Vatamaniuk, Irina
Železný, Miloš
Citace zdrojového dokumentu: WSCG 2016: poster papers proceedings: 24th International Conference in Central Europe on Computer Graphics, Visualization and Computer Visionin co-operation with EUROGRAPHICS Association, p. 61-64.
Datum vydání: 2016
Nakladatel: Václav Skala - UNION Agency
Typ dokumentu: konferenční příspěvek
conferenceObject
URI: wscg.zcu.cz/WSCG2016/!!_CSRN-2603.pdf
http://hdl.handle.net/11025/29595
ISBN: 978-80-86943-59-6
Klíčová slova: počítačové vidění;rozpoznání obličeje;normalizace obrazu;snímek s nízkým rozlišením;odhad kvality obrazu;inteligentní pokoj
Klíčová slova v dalším jazyce: computer vision;face recognition;image normalization;low resolution image;image quality estimation;intelligent room
Abstrakt v dalším jazyce: This paper discuss an intelligent space concepts, goals and developments. The review presents an analysis of seven intelligent meeting rooms, equipment and developed services. One of the main goals of intelligent space is the development of proactive services. Realization of such types of services requires the analysis of current situation in a room as well as behaviour of the audience. Implementation of methods for facial features analysis are the first step for this goal destination. This paper presents an algorithm for facial image normalization and recognition as well as a developed system for automatic registration and identification of meeting participants in the intelligent room. The developed algorithm is intended for processing of low resolution facial images with approximate size of 30x30 pixels. The experiments shows distribution of participants recognition rate by variety of their face sizes. In addition, implementation of blur estimation method at preliminary stage of facial image processing shows an increase of the whole system speed as well as a decrease in face recognition error rate.
Práva: © Václav Skala - Union Agency
Vyskytuje se v kolekcích:WSCG 2016: Poster Papers Proceedings

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