کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
535558 870353 2013 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Shape recognition of laser beam trace for human–robot interface
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Shape recognition of laser beam trace for human–robot interface
چکیده انگلیسی


• This paper proposed the concept of the shape identification method of laser beam trace.
• We constructed the classification algorithm of figures drawn by a laser pointer.
• Experiments confirmed our system classified typical figures in accuracy of more than 86%.
• We applied the system to steer the mobile robot only with a laser beam.

A robot navigation system using the pattern recognition of figures drawn by a laser pointer has been proposed. Typical figures are registered and assigned to individual robot commands. Each figure is identified based on the feature of its edges. This system detects trace of laser beam and calculates its optical flow vectors. Each figure has its own characteristic distribution pattern of vector inclinations. By evaluating the optical flow pattern of displayed laser spot, the system distinguishes the shape of a laser beam trace and provides the command to a robot corresponding to the drawn figure. The proposed system has been applied to the mobile robot, and shows its effectiveness by steering successfully.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 34, Issue 15, 1 November 2013, Pages 1928–1935
نویسندگان
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