Presentation 2010-03-16
Designing Human-Computer Collaboration for Object Recognition
Hideyuki NISHITANI, Kazuaki KONDO, Yuichi NAKAMURA,
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Abstract(in English) This paper introduces a novel framework and interactions for collaborative object recognition, which expands application and improves the accuracy of object recognition. In this framework, a system not only recognizes targets also detects conditions or situations that may makes recognition difficult, and it tries to dissolve the situation by explaining the user how the situation would be altered by humans. The user can change the scene for better recognition with small efforts, and the system can be a easy and useful tool. In this research, a prototype system is designed that has the function of situation recognition and human-computer interactions for scene improvement. We verified the framework by observing accuracy improvements in our experiments.
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Keyword(in English) collaborative object recognition / interaction / man-machine collaboration / situation recognition
Paper # PRMU2009-308,HIP2009-193
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Committee HIP
Conference Date 2010/3/8(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Designing Human-Computer Collaboration for Object Recognition
Sub Title (in English)
Keyword(1) collaborative object recognition
Keyword(2) interaction
Keyword(3) man-machine collaboration
Keyword(4) situation recognition
1st Author's Name Hideyuki NISHITANI
1st Author's Affiliation Graduate School of Engineering, Kyoto University()
2nd Author's Name Kazuaki KONDO
2nd Author's Affiliation Academic Center for Computing and Media Studies, Kyoto University
3rd Author's Name Yuichi NAKAMURA
3rd Author's Affiliation Academic Center for Computing and Media Studies, Kyoto University
Date 2010-03-16
Paper # PRMU2009-308,HIP2009-193
Volume (vol) vol.109
Number (no) 471
Page pp.pp.-
#Pages 6
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