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  1. Proceedings of the international workshop on Human-centered multimedia (HCM '07)
  2. Human support improvements by natural man-machine collaboration
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Pillows as adaptive interfaces in ambient environments
Towards open source authoring and presentation of multimedia content
Multimedia and human-in-the-loop: interaction as content enrichment
International workshop on human-centered multimedia: overview
Music emotion recognition: the role of individuality
Preattentive visualization of information relevance
Too close for comfort?: adapting to the user's cultural background
Tracking pointing gesture in 3D space for wearable visual interfaces
Local spatiotemporal descriptors for visual recognition of spoken phrases
Human support improvements by natural man-machine collaboration
Affective multimodal mirror: sensing and eliciting laughter
Interconnected media for human-centered understanding

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Human support improvements by natural man-machine collaboration

Content Provider ACM Digital Library
Author Aoyama, Hideki Ozeki, Motoyuki Nakamura, Yuichi Miyata, Yasushi
Abstract In this paper, we propose a novel framework that improves the recognition performance of human support systems, and then discuss why our framework is Human-Centered. A Human-Centered system should have a high recognition ability with minimum burden on the user. Our framework aims to satisfy this requirement by using an artificial agent between a recognition system and the user. If a system is in a difficult situation concerning recognition, an agent will require the user's help. For example, if an object that a system aims to recognize is hidden by the user's hand, the agent will ask the user to move his/her hand. Based on this idea, we implemented a prototype system with two modules: a recognition module to recognize objects and user's motions and an agent module to ask for a user's cooperative action. In the experiment, our prototype system recovers around 50%-70% of the recognition failures caused by three typical difficult situations. The user study reveals that our prototype system has the potential to realize natural and considerate human support systems.
Starting Page 95
Ending Page 101
Page Count 7
File Format PDF
ISBN 9781595937810
DOI 10.1145/1290128.1290143
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2007-09-28
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Human-centered computing Interactive system
Content Type Text
Resource Type Article
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