Real-life activity recognition - Focus on recognizing reading activities

研究成果: Conference contribution

抜粋

As the field of physical activity recognition matures, we can build more and more robust pervasive systems and slowly move towards tracking knowledge acquisition tasks. We are especially interested one particular cognitive task, namely reading (the decoding of letters, words and sentences into information) Reading is a ubiquitous activity that many people even perform in transit, such as while on the bus or while walking. Tracking reading and other high level user actions gives us more insights about the knowledge life of the users enabling a whole range of novel applications. Yet, how can we extract high level information about human activities (e.g. reading) and complex real world situations from heterogeneous ensembles of simple, often unreliable sensors embedded in commodity devices? The paper focuses on how to use body-worn devices for activity recognition and how to combine them with infrastructure sensing, in general. In the second part, we take lessons from the physical activity recognition field and see how we can leverage to track knowledge acquisition tasks (in particular recognizing reading activities). We discuss challenges and opportunities.

元の言語English
ホスト出版物のタイトルCamera-Based Document Analysis and Recognition - 5th International Workshop, CBDAR 2013, Revised Selected Papers
出版者Springer Verlag
ページ179-185
ページ数7
8357 LNCS
ISBN(印刷物)9783319051666
DOI
出版物ステータスPublished - 2014
外部発表Yes
イベント5th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR 2013 - Washington, DC, United States
継続期間: 2013 8 232013 8 23

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8357 LNCS
ISSN(印刷物)03029743
ISSN(電子版)16113349

Other

Other5th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR 2013
United States
Washington, DC
期間13/8/2313/8/23

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

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  • これを引用

    Kunze, K. S. (2014). Real-life activity recognition - Focus on recognizing reading activities. : Camera-Based Document Analysis and Recognition - 5th International Workshop, CBDAR 2013, Revised Selected Papers (巻 8357 LNCS, pp. 179-185). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 8357 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-05167-3_14