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Image Processing - Noise Reduction

Images taken with both digital cameras and conventional film cameras will pick up noise from a variety of sources. Many further uses of these images require that the noise will be (partially) removed - for aesthetic purposes as in artistic work or marketing, or for practical purposes such as computer vision

Here we going to develop a program to reduce a particular noise Salt and Pepper Noise

In salt and pepper noise (also known as random noise or independent noise), pixels in the image are vastly di ....etc

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Technique of Measuring Leading Vehicle Distance Based on Digital Image
Processing Theory
Abstract
Based on the digital image processing theory, a newmethod of measuring the leading vehicle distance wasproposed. The input image using the method of edgeenhancement and morphological transformation wasestablished, so the edges of objects were enhanced to identify.The target vehicle was identified and calibrated in the imageby using the method of the obstacle detection by segmentationand decision tree. The relationship between coordinates ....etc

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Abstract
This paper proposes a two-phase scheme for removing salt-and-pepper impulse noise. In the first
phase, an adaptive median filter is used to identify pixels which are likely to be contaminated by noise
(noise candidates). In the second phase, the image is restored using a specialized regularization method
that applies only to those selected noise candidates. In terms of edge preservation and noise suppression,
our restored images show a significant improvement compared to those restored by using just nonlinear
filters or r ....etc

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An image defined in the real world is considered to be a function of two real variables say x,y.
Before going to processing an image, it is converted into a digital form. Digitization includes sampling of image and quantization of sampled values.
After converting the image into bit information, processing is performed.
This processing technique may be,
Image enhancement
Image reconstruction
Image compression
Image enhancement refers to accentuation, or sharpening, of image features such as boundaries.
Image restoration is con ....etc

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