2016 · 41 citations · 6 references
EngineeringCivil EngineeringComputer ScienceComputer VisionDigital ImagingPavement EngineeringEdge DetectionImage AnalysisImage ProcessingImage SegmentationPavement DesignPavement MaintenanceAccuracyCrack DetectionCrack Image AnalysisCrack SegmentationHighway ConstructionPavement InspectionSegmentationSegmentation-based Detection
Pavement crack detection plays a vital part in highway maintenance and management. It is difficult to detect cracks effectively and accurately through ideal detecting algorithm. This paper improves the pavement crack image processing algorithm from the angle of grey level transformation, median filter and image intensification according to the characteristics of the pavement crack image. Based on defect image segmentation and image edge detection, results show that the proposed detection method can effectively remove the isolated noise point, smooth the edge and improve the segmentation accuracy.
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Operations Useful for Similarity-Invariant Pattern Recognition
W. D. Doyle · Journal of the ACM · 1962 · 262 citations · Full text
Study on improved algorithm for image edge detection
Lixia Jiang, Yu Wang · 2010 · 14 citations