Journal
PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS)
Volume -, Issue -, Pages 713-716Publisher
IEEE
DOI: 10.1109/icaiis49377.2020.9194921
Keywords
defective pixel; edge expansion; dynamic defective pixel detection; dynamic defective pixel correction
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This paper introduces the problem of defective pixel in the field of image sensor and several methods of defective pixel detection and correction for the problem of dynamic defective pixel. It proposes a design of dynamic defective pixel correction, which divides the dynamic defective pixel correction into three steps: image edge expansion, defective pixel detection and defective pixel correction. Firstly, the edge of the image is expanded symmetrically. Then, the DIF and the AVG of 8 pixels in the same color neighborhood are calculated to detect the defective pixel. Finally, median correction is used to correct the defective pixel, with the calculation of direction gradient being used in the process of correction. The design involves simple calculation but has high detection rate of defective pixel. It also effectively improves the definition of the picture after correction.
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