Please use this identifier to cite or link to this item: http://ktisis.cut.ac.cy/handle/10488/6830
Title: Human action annotation, modeling and analysis based on implicit user interaction
Authors: Ntalianis, Klimis S. 
Tsapatsoulis, Nicolas 
Doulamis, Anastasios D. 
Doulamis, Nikolaos D. 
Keywords: Semantics;Modeling;Computer science
Category: Media and Communications
Field: Social Sciences
Issue Date: 2010
Publisher: Springer
Source: Multimedia tools and applications, 2010, volume 50, issue 1, pages 199-225
Abstract: This paper proposes an integrated framework for analyzing human actions in video streams. Despite most current approaches that are just based on automatic spatiotemporal analysis of sequences, the proposed method introduces the implicit user-in-the-loop concept for dynamically mining semantics and annotating video streams. This work sets a new and ambitious goal: to recognize, model and properly use "average user's" selections, preferences and perception, for dynamically extracting content semantics. The proposed approach is expected to add significant value to hundreds of billions of non-annotated or inadequately annotated video streams existing in the Web, file servers, databases etc. Furthermore expert annotators can gain important knowledge relevant to user preferences, selections, styles of searching and perception
URI: http://ktisis.cut.ac.cy/handle/10488/6830
ISSN: 1380-7501 (print)
1573-7721 (online)
DOI: 10.1007/s11042-009-0369-6
Rights: © 2009 Springer Science+Business Media, LLC
Type: Article
Appears in Collections:Άρθρα/Articles

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