Object Recognition in Assembly Assisted by Augmented Reality System

被引:0
|
作者
Nishihara, Anderson [1 ]
Okamoto, Jun, Jr. [1 ]
机构
[1] Univ Sao Paulo, Polytech Sch, Dept Mechatron & Mech Syst Engn, Sao Paulo, Brazil
来源
2015 SAI INTELLIGENT SYSTEMS CONFERENCE (INTELLISYS) | 2015年
关键词
augmented reality; assembly process; image processing; object recognition;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Assembly processes for simple toys or complex machines require instructions to be executed. Traditionally, these instructions are written in the form of paper or digital manuals. These manuals contain descriptive text, photos or diagrams to guide the assembly sequence from the beginning to the final state. To change this paradigm, an augmented reality system is proposed to guide users in assembly tasks. The system recognizes each piece to be assembled through image processing techniques and guides the piece placement with graphic signs. Still, the system checks if the pieces are properly assembled and alerts the user when the assembly has been finished. In the field of assembly assisted by augmented reality systems, many works use some kind of customized device, such as head mounted displays (HMD). Additionally, markers are commonly used to track camera position and to identify assembly parts. These two features restrict the spread of the technology whence, in this work, customized devices and markers to track and identify parts are not used and all the processing is executed on embedded software in an off-the-shelf device without the need of communication with other computers to offload image processing. In this work we present the current results of the proposed system's object recognition process. The implemented object recognition subsystem is part of a system called A(3)R (Assembly Assisted by Augmented Reality).
引用
收藏
页码:400 / 407
页数:8
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