railway track crack detection system project ppt

This system used during railway track inspection. Using bounding box functionality, system displays rectangular box around the blob. System detects crack based on number of blobs involved and mentions whether crack exist or not. System detects crack based on number of connected components. Blob analysis method is used to detect large blobs. Intensity value is used for accuracy purpose. Image once converted to binary image, holes are filled by using image processing method this helps to reject all smaller objects which are not required for crack detection. This helps system to detect only crack and helps to remove other unwanted objects. Railway communication system is widely used for day to day transport of common people & Indian railway system is largest. Image luminous level is increased and image is converted to binary image. Noise removal helps to detect crack more accurately. System converts image to grayscale image and uses filtering to remove noise from image.

Many image preprocessing steps is used to detect railway track crack. We use two sources in this module, which is the IR-sensor and the ultrasonic sensor. Here we propose an innovative approach to detect railway track crack as this system detects crack based on image processing. The mechanism shown here is the detection by sensors of a faulty rail track and the transmission of the report via an SMS to the nearest control tower if a faulty track is identified. Electronics and Communication Project Ideas.

Railway track crack detection system project ppt