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Proceedings Paper

Human sound detection on experience movies
Author(s): Shogo Shimura; Yasushi Hirano; Shoji Kajita; Kenji Mase
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Paper Abstract

In this paper, we describe an indexing method for video lifelog using sounds generated by human actions. The miniaturization of information-processing devices has enabled us to constantly record experience movies recently. However, these movies include many useless parts for a user. It is important to automatically extract only useful experiences from whole records. If a tool to easily add indices to important experiences is provided, users can mark these ones. Even though it is easy to add indices with some device, considering users' loads, it is undesirable for users to wear devices other than a microphone and a video camera that are needed to record experiences. Therefore, we propose a method that users can add indices using sounds which can be generated by using a part of users' body. We especially analyzed typical sounds like hand clapping and finger clicking sounds that users can generate themselves. A detection method of two index-sounds was developed. We performed an experiment to confirm the recall ratio and relevance ratio of two index-sounds. A wearable system was worn by a subject and experiences were recorded for ten days (about 100 hours). The proposed detection method was applied to recorded data, and two index-sounds were detected with the recall ratio 86.0% and the relevance ratio 83.6%.

Paper Details

Date Published: 10 February 2006
PDF: 10 pages
Proc. SPIE 6074, Multimedia on Mobile Devices II, 60740T (10 February 2006); doi: 10.1117/12.641586
Show Author Affiliations
Shogo Shimura, Nagoya Univ. (Japan)
Yasushi Hirano, Nagoya Univ. (Japan)
Shoji Kajita, Nagoya Univ. (Japan)
Kenji Mase, Nagoya Univ. (Japan)


Published in SPIE Proceedings Vol. 6074:
Multimedia on Mobile Devices II
Reiner Creutzburg; Jarmo H. Takala; Chang Wen Chen, Editor(s)

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