Method adopting image segmentation for automatically testing LED indicator light of automobile instruments
A technology of LED indicator lights and automotive instrumentation, applied in image analysis, image enhancement, image data processing, etc., can solve problems such as low inspection accuracy, difficulty in ensuring product consistency, and visual fatigue, so as to improve production efficiency and production quality effect
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[0028] At present, the main image segmentation algorithms include threshold-based methods, edge-based methods, and region-based methods. Due to the irregularity of the light-emitting area, the edge segmentation method is not applicable here; the threshold segmentation method has no or little consideration of the spatial relationship, so the multi-threshold selection is limited, and the region-based segmentation method can make up for this deficiency. Region growing The method is one of the typical region segmentation methods. The basic idea of region growing is to start with a set of "seed" points to form a growing region, i.e. attach to each seed those neighboring pixels with predefined properties similar to the seeds. This method takes regional connectivity into consideration and is simple to implement, but the selection of seed points is sensitive to noise, and the traditional region growing method can only manually select seeds. Therefore, the present invention proposes...
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