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Annotating Historical Archives of Images

Annotating Historical Archives of Images 2025

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The document discusses a framework for annotating historical image archives, particularly focusing on the automatic annotation of images from digitized manuscripts. It highlights the challenges of linking historical images to modern counterparts using algorithms that combine features such as shape, color, and texture. The authors propose a novel technique for learning the appropriate weighting of these features without labeled training data, demonstrating its effectiveness through experiments on datasets of natural history and cultural artifacts.

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