IRPMID:利用分割辅助中值、插值和小波变换去除医学x射线图像脉冲噪声

M. Shajahan, S. A. M. Aris, S. Usman, N. Noor
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引用次数: 1

摘要

牙科放射技术如x射线的使用提高了诊断效率,但图像中含有脉冲噪声。因此,在对图像质量进行主观评价时,去噪是一个非常重要的因素。提出的脉冲噪声去除方法,即“使用分割辅助中值,插值和DWT技术的脉冲噪声去除”在牙科x射线图像中成功实现。该方法的缩写是IRPMID。中值滤波、插值和离散小波变换(DWT)等技术增强了该方法对椒盐噪声的去噪能力。该方法可将噪声范围减小90%以上。牙科x射线图像在PSNR、IEF、SSIM等方面都有明显的增强效果。
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IRPMID: Medical XRAY Image Impulse Noise Removal using Partition Aided Median, Interpolation and DWT
The use of dental radiography techniques like XRay has increased the diagnosis efficiency, but the images contain impulse noise. Therefore, denoising is a very important factor in any subjective evaluation of the quality of images. The proposed impulse noise removal method namely ‘Impulse noise removal using Partition aided Median, Interpolation and DWT techniques’ is successfully implemented in the Dental XRAY images. The abbreviation of this method is IRPMID. The techniques such as median filter, interpolation, and Discrete Wavelet Transform (DWT) empower the proposed method with the partition based approach in denoising the salt and pepper noise. This pre-eminent method can diminish the noise range to more than 90%. The dental XRay images can gain a significant improvement in image enhancement in terms of PSNR, IEF, SSIM, etc.
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