Konferenzpaper | 2013 | Not reviewed

Simple auditory and visual features for human-robot dialog scene analysis

Autor(en)

Yan, Rujiao ; Rodemann, Tobias ; Wrede, Britta

Titel des Konferenzbandes

2012 IEEE/RSJ International Conference on Intelligent Robots and Systems

Name der Konferenz

2012 IEEE/RSJ International Conference on Intelligent Robots and Systems

DOI

10.1109/iros.2012.6385534

ISBN-13

9781467317375

URL

https://pub.uni-bielefeld.de/record/2910554

Web of Science-ID

000317042701039

Weitere Details

Sprache

englisch

Darstellungsform

Text

Seitenbereich

700 - 706

This paper presents a system that uses various simple auditory and visual features to achieve human-robot dialog scene analysis. Our scene analysis system is able to learn how many speakers are in the scenario, where the speakers are and who is currently speaking. Speakers are unknown in advance. A visual short-term-memory (STM) helps to memorize persons, even if they disappear from the camera's field of view for a while due to movements of persons or the robot head. In comparison to our previous work, we apply more visual features such as height, color and texture features of different upper body parts, to improve the scene representation performance. We show that our system is able to assign words to corresponding speakers. A speaker is recognized again when he leaves and enters the scene, or changes his position even with a newly appearing person.

Zitierstile

Yan R, Rodemann T, Wrede B. Simple auditory and visual features for human-robot dialog scene analysis. In: 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. Piscataway, NJ: IEEE; 2013: 700-706.

In die Zwischenablage einfügen

Yan, R., Rodemann, T., & Wrede, B. (2013). Simple auditory and visual features for human-robot dialog scene analysis. 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 700-706. Piscataway, NJ: IEEE. doi:10.1109/iros.2012.6385534

In die Zwischenablage einfügen

Yan, Rujiao, Rodemann, Tobias, and Wrede, Britta. 2013. “Simple auditory and visual features for human-robot dialog scene analysis”. In 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 700-706. Piscataway, NJ: IEEE.

In die Zwischenablage einfügen

Yan, R., Rodemann, T., and Wrede, B. (2013). “Simple auditory and visual features for human-robot dialog scene analysis” in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (Piscataway, NJ: IEEE), 700-706.

In die Zwischenablage einfügen

Yan, R., Rodemann, T., & Wrede, B., 2013. Simple auditory and visual features for human-robot dialog scene analysis. In 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. Piscataway, NJ: IEEE, pp. 700-706.

In die Zwischenablage einfügen

R. Yan, T. Rodemann, and B. Wrede, “Simple auditory and visual features for human-robot dialog scene analysis”, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, Piscataway, NJ: IEEE, 2013, pp.700-706.

In die Zwischenablage einfügen

Yan, R., Rodemann, T., Wrede, B.: Simple auditory and visual features for human-robot dialog scene analysis. 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. p. 700-706. IEEE, Piscataway, NJ (2013).

In die Zwischenablage einfügen

Yan, Rujiao, Rodemann, Tobias, and Wrede, Britta. “Simple auditory and visual features for human-robot dialog scene analysis”. 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems. Piscataway, NJ: IEEE, 2013. 700-706.

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