Wednesday, 26 March 2014

Image Enhancement and Image Analysis Techniques



CONTRAST STRETCHING It is also called as normalization. The simple image enhancement technique that improves the contrast in an image by “stretching” the range of intensity values that it contains to span a desired range of values is contrast stretching.

NOISE FILTERING When we want to remove the unwanted information or things from an image then this technique is used. This technique is also used to remove different types of noises from an image. This technique is interactive. Low pass, high pass, mean, median etc different filters are available. 
Histogram equalization It is a nonlinear stretch that redistributes pixel values so that there is approximately the same number of pixels with each value within a range. The result approximates a flat histogram. Therefore, contrast is increased at the peaks and lessened at the tails.

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