Authors: | Ntalianis, Klimis Doulamis, Anastasios Tsapatsoulis, Nicolas Doulamis, Nikolaos |
Issue Date: | 1-Oct-2010 |
Journal: | Multimedia Tools and Applications |
Volume: | 50 |
Issue: | 1 |
Keywords: | Action modeling, Human action analysis, Human object detection, User transparent interaction, Video annotation |
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. |
ISSN: | 1573-7721 1380-7501 |
DOI: | 10.1007/s11042-009-0369-6 |
URI: | https://uniwacris.uniwa.gr/handle/3000/2892 |
Type: | Article |
Department: | Department of Business Administration |
School: | School of Administrative, Economics and Social Sciences |
Affiliation: | University of West Attica (UNIWA) |
Appears in Collections: | Articles / Άρθρα |
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