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Effects of Shape Characteristics on Tactile Sensing Recognition and Brain Activation
Author(s) -
Hidenori Sakaniwa,
Stephanie Sutoko,
Akiko Obata,
Hirokazu Atsumori,
Nobuhiro Fukuda,
Masashi Kiguchi,
Akihiko Kandori
Publication year - 2019
Publication title -
journal of advanced computational intelligence and intelligent informatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.172
H-Index - 20
eISSN - 1883-8014
pISSN - 1343-0130
DOI - 10.20965/jaciii.2019.p1080
Subject(s) - computer science , ambiguity , artificial intelligence , rehabilitation , tactile sensor , pattern recognition (psychology) , computer vision , cognitive neuroscience of visual object recognition , realization (probability) , object (grammar) , psychology , neuroscience , mathematics , statistics , programming language , robot
Training tactile sensing for shape recognition is considered to be an effective rehabilitation technique. Previous studies in tactile sensing showed a tendency of recognition ambiguity, thus necessitating tactile sensing rehabilitation. Eleven subjects observed invisible objects using their fingers and were asked to identify the shape of the objects. The relationship between the degree of recognition and shape complexity was investigated. The results showed high self-confidence in recognizing high complexity shapes. The recognition process was confirmed in a second experiment measuring brain activation using near-infrared spectroscopy. Measurement of eight subjects showed the activation of verbal and visual processing regions, indicating that the act of handling the shape was translated to verbal expression and visual imaging. These results potentially quantify tactile sensing and contribute to the realization of personalized rehabilitation.

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