Sorting of Assembly Parts Using Automation
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 5
Abstract
In Lock and Key manufacturing industries the quality check of keys and lock parts is done manually using various gauges, callipers and visual check. This manual checking is very slow & also erroneous and human-dependent. In this paper, the aim is to check misalignment of visual features i.e. logo and hole/rectangle of a key from an image. The paper intends to implement Real-Time key inspection using Image Processing which uses Computer Vision methodology with the combination of matlab software for sorting out faulty keys. The defects are identified within economical cost and produce less error prone inspection in real time. Primarily the system captures digital key images by image acquisition device i.e. external webcam and converts the RGB images into grey images. Later, the features of the keys are calculated and are compared with the values from the database. The database contains the values for ideal dimensions of the keys. Thus, the key may be declared as defective or non-defective.
Authors and Affiliations
Siddesh Desai, Devendra Sutar
Keywords
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