I'm sorry to say, but your understanding of image processing fundamentals is absolutely wrong

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The ongoing discussion whether modern vision systems have to be viewed as visually-enabled cognitive systems or cognitively-enabled vision systems is groundless, because perceptual and cognitive faculties of vision are separate components of human (and consequently, artificial) information processing system modeling.
To be published as chapter 5 in "Frontiers in Brain, Vision and AI", I-TECH Publisher, Viena, 2008

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