Details

Autor(en) / Beteiligte

• Chunqiao Zhou
• Xuanhong Jin
• Shuguang Dai

Titel

Improvement of auto panel defect detection algorithm

Ist Teil von

• 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012, p.1824-1828

Ort / Verlag

IEEE

Erscheinungsjahr

2012

Quelle

IEEE Electronic Library Online

Beschreibungen/Notizen

• According to the problems that there are false and missed detections during the detection of non-uniform brightness of the image based on template matching algorithm, this article proposes a method that combines the two algorithms of template matching and calculating the pixel areas of the connected domains to find the image defect regions. This new algorithm's first step is to split some regions of interesting (ROI) from the whole testing image, and we can calculate the average pixel areas of the ROI by using the image algorithms of feature extraction and regional analysis. Based on the the average pixel areas comparison with testing regions' pixel areas, we can easily judge if the testing images have defect parts. Experimental results show that the method has a high testing precision and a quick regions positioning speed, besides, it also has a very good market value.