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The effective noise reduction method in infrared image using bilateral filter based on median value
Journal of The Korea Society of Computer and Information
Abbr :
JKSCI
2016, 21(12), pp.27-33
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science
2016, 21(12), pp.27-33
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science
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In this paper, we propose the bilateral filter based on median value that can reduce random noise and impulse noise with minimal loss of contour information. In general, EO / IR camera to generate a random or impulse noise due to a number of reasons. This noise reduces the performance of detecting and tracking by signal processing. To reduce noise, our proposed bilateral filter sorts the values of the target pixel and the peripheral pixels, and extracts a median filter coefficients of the Gaussian type. Then to extract the Gaussian filter coefficient involved with the distance between the center pixel and the surrounding pixels. As using those filter coefficients, our proposed method can remove the various noise effectively while minimizing the loss of the contour information. To validate our proposed method, we present experimental results for several IR images.
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