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How Many Grey Levels Are Required to Represent a Grey Intensity Image Using Histogram Equalization?
Thesis

How Many Grey Levels Are Required to Represent a Grey Intensity Image Using Histogram Equalization?

Manuel Alberto Medina Jr.
Masters, 國立清華大學, 資訊系統與應用研究所
2008

Abstract

紋理影像 灰階均勻化 Histogram Equalization Texture Images Sign Test
It is well known that most images don’t always require an 8-bit representation for each pixel; in particular a pixel of texture images may even be coded in no more than 5 bits (32 gray levels). Adequately enough it is probable that between 20 to 32 levels of gray could be a suitable threshold for most gray level texture image representation, before the image shows signs of false contouring or any notable rough edges. This research uses various sets of images that have been equalized through the use of Histogram Equalization; a methodology that increases the contrast of an image by using the image’s histogram. All the data gathered were from a survey conducted on 50 different test subjects.

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