Abstract: Identification of minerals in petrographic thin sections using intelligent methods is very complex and challenging task which, mineralogists and computer scientists are faced with it.

A close-up image of a popcorn ceiling with a round lighting fixture - MC Media/Shutterstock Popcorn ceilings, though they were quite popular from the 1940s to the 1990s, are rather polarizing today.

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