Towards Unsupervised Familiar Scene Recognition in Egocentric Videos

Estefanía Talavera, Nicolai Petkov, Petia Radeva

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

Nowadays, there is an upsurge of interest in using lifelogging devices. Such devices generate huge amounts of image data; consequently, the need for automatic methods for analyzing and summarizing these data is drastically increasing. We present a new method for familiar scene recognition in egocentric videos, based on background pattern detection through automatically configurable COSFIRE filters. We present some experiments over egocentric data acquired with the Narrative Clip.
Original languageEnglish
Title of host publicationAutonomous Systems 2015
Subtitle of host publicationProceedings of the 8th GI Conference
EditorsHerwig Unger, Wolfgang A. Halang
PublisherVDI Verlag GMBH
Pages80-91
ISBN (Print)978-3-18-384210-0
Publication statusPublished - 2015
Externally publishedYes
Event8th GI Conference on Autonomous Systems 2015 - Hotel Sabina Playa, Cala Millor - Mallorca, Spain
Duration: 25 Oct 201530 Oct 2015
Conference number: 8

Publication series

NameFortschritt-Berichte VDI
PublisherVDI Verlag
Volume842
ISSN (Print)0178-9627

Conference

Conference8th GI Conference on Autonomous Systems 2015
CountrySpain
CityCala Millor - Mallorca
Period25/10/1530/10/15

Keywords

  • lifelogging
  • ego-centric vision
  • scene recognition

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