کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
527671 869344 2006 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Neural classifier for micro work piece recognition
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Neural classifier for micro work piece recognition
چکیده انگلیسی

The aim of this article, is to describe a technical vision system for automation of micromanufacturing and microassembly processes. One of the principal problems is connected with the recognition of work pieces and detection of their positions. For this purpose we use neural classifier named limited receptive area (LIRA) grey scale. This classifier was developed for wide range of image recognition tasks. A special software was designed. We describe some experiments and results of application of LIRA in the recognition of micro work pieces and their positions for automated handling system. The best recognition rate obtained was 94%.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Image and Vision Computing - Volume 24, Issue 8, 1 August 2006, Pages 827–836
نویسندگان
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