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Intelligent feature estimation, based on human's perceptual features
Örebro universitet, Institutionen för teknik.
Örebro universitet, Institutionen för teknik.
2003 (engelsk)Inngår i: IEEE international workshop on soft computing techniques in instrumentation, measurement and related applications, 2003: SCIMA 2003, 2003, s. 44-48Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The paper presents a relatively new human-computer interaction paradigm, where a human operator's perceptual actions are mimicked by the computer. In this sensor controlled system concept, we estimate a specific feature characterizing, for example, product quality, and apply intelligent analysis and an optimization to assess product quality as acquired by a human expert. The human operator contributes his/her intelligence to this man-machine interaction through learning the measurement system. An illustrative example shows how the human operator's knowledge and experience are learned by a sensor based system within a complex dough mixing optimization process in an industrial bread baking plant. The resulting sensor system acts as an intelligent feature estimator in a complex industrial process for monitoring the dynamical behavior there. The system allows easy sensor observation and makes decisions based on learning interaction with a human.

sted, utgiver, år, opplag, sider
2003. s. 44-48
Emneord [en]
feature extraction, learning, process monitoring, quality control, sensors, user interfaces
HSV kategori
Forskningsprogram
Datavetenskap
Identifikatorer
URN: urn:nbn:se:oru:diva-4278DOI: 10.1109/SCIMA.2003.1215929ISBN: 0-7803-7711-7 (tryckt)OAI: oai:DiVA.org:oru-4278DiVA, id: diva2:138577
Konferanse
IEEE International Workshop on Soft Computing Techniques in Instrumentation, Measurement and Related Applications, SCIMA 2003, 17-17 May
Tilgjengelig fra: 2007-12-14 Laget: 2007-12-14 Sist oppdatert: 2018-01-13bibliografisk kontrollert

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  • ieee
  • modern-language-association-8th-edition
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  • de-DE
  • en-GB
  • en-US
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  • nn-NB
  • sv-SE
  • Annet språk
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