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Wearable sensing to annotate meeting recordings

Published: 01 October 2003 Publication History

Abstract

We propose to use wearable computers and sensor systems to generate personal contextual annotations in audio visual recordings of meetings. In this paper, we argue that such annotations are essential and effective to allow the retrieval of relevant information from large audio-visual databases. The paper proposes several useful annotations that can be derived from cheap and unobtrusive sensors. It also describes a hardware platform designed to implement accelerometric activity recognition, outlines approaches to extract annotations and presents first experimental results.

References

[1]
1. Lamming M, Flynn M (1994) Forget-me-not: intimate computing in support of human memory. In: Proceedings of the Friends 21, Tokyo, Japan, 2-4 February 1994.
[2]
2. Dey AK, Salber D, Abowd GD and Futakawa M (1999) The conference assistant: combining context-awareness with wearable computing. Proceedings of the 3rd International Symposium on Wearable Computers, San Francisco, CA, 18-19 October 1999.
[3]
3. Rhodes B (1997) The wearable remembrance agent: a system for augmented memory. In: Proceedings of the ISWC, Cambridge, MA, 13-14 October 1997.
[4]
4. ICSI Berkeley (2003) The Meeting Recorder Project at ICSI. http://www.icsi.berkeley.edu/Speech/mr/. Cited 10 July 2003.
[5]
5. Janin A, Morgan N (2001) Speechcorder, the portable meeting recorder. In: Proceedings of the Workshop on Hands-Free Speech Communication, Kyoto, Japan, 9-11 April 2001.
[6]
6. Waibel A, Bett M and Finke M (1998) Meeting browser: tracking and summarizing meetings. In Proceedings of the DARPA Broadcast News Workshop, Herndon, VA, 28 February-3 March 1998.
[7]
7. T. Kontzer (2001) Recording your life. http://www.informationweek.com. Cited 18 December 2001.
[8]
8. Ueoka R, Hirose M, Hirota K, Hiyama A and Yamamura A (2001) Study of experience recording and recalling for wearable computer. Corr Hum Interf 3(1): 13-16.
[9]
9. Healey J, Picard R (1998) Startlecam: a cybernetic wearable camera. In Proceedings of the 2nd International Symposium on wearable computers, Pittsburgh, PA, 19-20 October, 1998.
[10]
10. Mann S (1997) Smart clothing: the wearable computer and wearcam. Personal Technologies 1(1): 23-24.
[11]
11. Kimber D, Wilcox L (1996) Acoustic segmentation for audio browsers. In Proceedings of the Interface Conference, Sydney, Australia, July 1996.
[12]
12. Delacourt P, Wellekens C (1999) Detection of speaker changes in an audio document. In Proceedings of Eurospeech, Budapest, Hungary, September 1999.
[13]
13. Choudhury T, Clarkson B, Jebara T and Pentland A (1999) Multimodal person recognition using unconstrained audio and video. In Proceedings of AVBPA, Washington, DC, 22-23 March 1999.
[14]
14. Wilcox L, Kimber D and Chen F (1994) Audio indexing using speaker identification. In Proceedings of Eurospeech, Berlin, Germany, October 1994.
[15]
15. Young S, Odell J, Ollason D, Valtchev Vand Woodland P (1995) The HTK Book. Cambridge Research Lab, Cambridge, UK.
[16]
16. Yoshida Y, Yonezawa Y, Sata K, Ninomiya I, and Caldwell WM (2000) A wearable posture, behavior and activity recording system. In Proceedings of the 2000 IEEE Engineering in Medicine and Biology Society 22nd Annual International Conference, Chicago, IL, 23-28 July 2000.
[17]
17. Sekine M, Tamura T, Fujimoto T and Fukui Y (2000) Classification of walking pattern using acceleration waveform in elderly people. Engin Med Biol Soc 2: 1356-1359.
[18]
18. Schmidt A, Aidoo KA, Takaluoma A, Tuomela U, van Laerhoven K and van de Velde W (1999) Advanced interaction in context. HUC 1707: 89-101.
[19]
19. Hinckley K, Pierce J, Sinclair M and Horvitz E (2000) Sensing techniques for mobile interaction. User Int Soft Technol 2(2): 91-100.
[20]
20. Perng JK, Fisher B, Hollar S and Pister KSJ (1999) Acceleration sensing glove (asg). In Proceedings of the 3rd International Symposium on Wearable Computers, San Francisco, CA, 18-19 October 1999.
[21]
21. Mantyjarvi J, Himberg J and Seppanen T (2001) Recognizing human motion with multiple acceleration sensors. Sys Man Cybern 747-752.
[22]
22. Randell C, Muller H (2000) Context awareness by analysing accelerometer data. In: Proceedings of the 4th International Symposium on Wearable Computers, Atlanta, GA, 18-21 October 2000.
[23]
23. van Laerhoven K, Aido K and Lowette S (2001) Real-time analysis of data from many sensors with neural networks. In Proceedings of the 5th International Symposium on Wearable Computers, Zurich, Switzerland, 8-9 October 2001.
[24]
24. Leathers D (1997) Successful nonverbal communication: principles and applications. Allyn & Bacon, New York.

Cited By

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  • (2021)KAIROSProceedings of the 22nd International Workshop on Mobile Computing Systems and Applications10.1145/3446382.3448361(30-36)Online publication date: 24-Feb-2021
  • (2018)A robust human activity recognition system using smartphone sensors and deep learningFuture Generation Computer Systems10.1016/j.future.2017.11.02981:C(307-313)Online publication date: 1-Apr-2018
  • (2018)Human Activity Recognition from Body Sensor Data using Deep LearningJournal of Medical Systems10.1007/s10916-018-0948-z42:6(1-8)Online publication date: 1-Jun-2018
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Information & Contributors

Information

Published In

cover image Personal and Ubiquitous Computing
Personal and Ubiquitous Computing  Volume 7, Issue 5
October 2003
86 pages

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 01 October 2003

Author Tags

  1. Activity recognition
  2. Meeting annotations
  3. Speaker segmentation
  4. Wearable sensing

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Cited By

View all
  • (2021)KAIROSProceedings of the 22nd International Workshop on Mobile Computing Systems and Applications10.1145/3446382.3448361(30-36)Online publication date: 24-Feb-2021
  • (2018)A robust human activity recognition system using smartphone sensors and deep learningFuture Generation Computer Systems10.1016/j.future.2017.11.02981:C(307-313)Online publication date: 1-Apr-2018
  • (2018)Human Activity Recognition from Body Sensor Data using Deep LearningJournal of Medical Systems10.1007/s10916-018-0948-z42:6(1-8)Online publication date: 1-Jun-2018
  • (2018)Combining emerging patterns with random forest for complex activity recognition in smart homesApplied Intelligence10.1007/s10489-017-0976-248:2(315-330)Online publication date: 1-Feb-2018
  • (2016)Learning from less for betterProceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing10.1145/2971648.2971701(13-24)Online publication date: 12-Sep-2016
  • (2016)Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven ApproachAdvanced Data Mining and Applications10.1007/978-3-319-49586-6_17(250-265)Online publication date: 12-Dec-2016
  • (2016)Context as a Service: Realizing Internet of Things-Aware Processes for the Independent Living of the ElderlyService-Oriented Computing10.1007/978-3-319-46295-0_54(763-779)Online publication date: 10-Oct-2016
  • (2015)RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Arrayproceedings of the 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services on 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services10.4108/eai.22-7-2015.2260064(120-129)Online publication date: 11-Aug-2015
  • (2010)Smart meeting systemsACM Computing Surveys10.1145/1667062.166706542:2(1-20)Online publication date: 5-Mar-2010
  • (2010)A triaxial accelerometer-based physical-activity recognition via augmented-signal features and a hierarchical recognizerIEEE Transactions on Information Technology in Biomedicine10.1109/TITB.2010.205195514:5(1166-1172)Online publication date: 1-Sep-2010
  • Show More Cited By

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