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22 April 2008 Hazard detection on runways using image processing techniques
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Abstract
With the tremendous increase in the number of air passengers in the past years, aviation safety has been of utmost importance. At any given point of time, there will be several flights lining up for landing. Landing in good visibility conditions is not a problem. However, the problem arises when we have poor visibility conditions, especially foggy conditions. The pilot finds it difficult to land the flight in poor visibility conditions because of the difficulty to spot the runway clearly. This paper presents a novel method for detecting the runways and hazards on it in poor visibility conditions using image processing techniques. The first step is to obtain the images of a runway on a clear day and compute the smoothness coefficient followed by edge detection, using the SUSAN edge detection algorithm and then finally develop a database of the smoothness coefficients and edge detected images. Now, for the foggy images we compute the smoothness coefficient. Typically, foggy images have low contrast. Hence, before we perform edge detection, we enhance the image using Multi-Scale Retinex (msr). msr provides the low contrast enhancement and color constancy, required to enhance foggy images, by performing non-linear spatial/spectral transforms. After enhancement, the next step is to run the same edge detection algorithm with appropriate thresholds. Finally we determine a hazard by comparing the edge detected images of images taken under clear and foggy conditions. The paper also compares the results of the SUSAN edge detection algorithm with the state of art edge detection techniques.
© (2008) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Girish Singh Rajput and Zia-ur Rahman "Hazard detection on runways using image processing techniques", Proc. SPIE 6957, Enhanced and Synthetic Vision 2008, 69570D (22 April 2008); https://doi.org/10.1117/12.782569
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