![]() ![]() The proposed system aims to automatically detect wears and cracks by comparing a pair of corresponding image sets acquired at different times. ![]() We installed line scan camera on the roof of the train. Unlike an area-based camera, the line scan camera quickly acquires images with a wide field of view. The proposed system consists of three main modules: (i) image reconstruction for registration of facility positions, (ii) facility detection using an improved single shot detector, and (iii) deformed region detection using image processing and computer vision techniques. In experiments, we demonstrate that the proposed system accurately finds facilities and detects their potential defects. Image processing and computer vision algorithms are applied to inspect defects in railways for safety and maintenance, which is called image-based railway inspection system (IRIS).įor that reason, the proposed system can provide various advantages such as cost reduction for maintenance and accident prevention. #Railway Track Crack Detection System Project Ppt manual.
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