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Rectangular Region Detection

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I have an alpha channel image that has several white shapes on a black background. I want to find the bounding boxes of all the white shapes. Anybody know of any algorithms to do this? Or bigger algorithms this might be included in? Thanks.

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Guest Anonymous Poster
seems like a slightly modified fill algorithm would accomplish this.

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