Title :
Evaluation of recognition algorithms in ultrasonic object recognition
Author :
Ugajin, Takahiro ; Ohtani, Kozo ; Baba, Mitsuru
Author_Institution :
Grad. Sch. of Sci. & Eng., Ibaraki Univ., Hitachi, Japan
Abstract :
Recognition methods with an ultrasonic sensor are often utilized in situations where optical sensors cannot be used or in objects which are hard to be identified by the approach based on the light. Among ultrasonic data, an ultrasound pressure data has the advantage of being able to acquire three-dimensional shape information with high resolution and with comparative ease by use of ultrasonic sensor array. Ultrasonic object recognition have been tried to recognize test object by applying various recognition algorithms to the objects. The aim of this paper is to compare recognition performance between these ultrasonic object recognition algorithms in the same condition.
Keywords :
object recognition; ultrasonic applications; 3D shape information; optical sensors; recognition performance; ultrasonic object recognition algorithm; ultrasonic sensor array; ultrasound pressure data; Acoustics; Artificial neural networks; Genetic algorithms; Object recognition; Robot sensing systems; Shape; Ultrasonic imaging; refractive index; three-dimensional (3D) shape; transparent object;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1