Abstract
Wear detection has traditionally restricted itself to offline study and measurement. In this paper a vision system for online monitoring and detection of wear is described. This system uses a video zoom microscope and a high-resolution monochrome camera to capture the image series of a moving surface under study. An algorithm based on multichannel filtering for the detection of wear patterns is presented. The wear patterns are extracted by filtering the acquired image using a Gabor filter bank with multiple narrow spatial frequency and orientation channels. Experiments show the feasibility and usefulness of the proposed vision system and detection method of wear patterns.
Original language | English |
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Title of host publication | XVII IMEKO World Congress : Metrology in the 3rd millennium |
Subtitle of host publication | Book of summaries: June 22-27, 2003 Dubrovnik, Croatia |
Editors | Damir Ilić, Mladen Boršić, Josip Butorac |
Place of Publication | Dubrovnik, Croatia |
Publisher | Croatian Metrology Society |
Number of pages | 5 |
ISBN (Electronic) | 978-953-7124-00-7 |
ISBN (Print) | 978-953-9609-39-7 |
Publication status | Published - 22 Jun 2003 |
Event | XVII IMEKO World Congress 2003: Metrology in the 3rd Millennium - Dubrovnik, Croatia Duration: 22 Jun 2003 → 27 Jun 2003 Conference number: 17 |
Conference
Conference | XVII IMEKO World Congress 2003 |
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Country/Territory | Croatia |
City | Dubrovnik |
Period | 22/06/03 → 27/06/03 |