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New method identifies reprinted images in historical US newspapers

Researchers have developed a new method to identify reprinted images within the Chronicling America historical newspaper collection. The project, named Viral Images, utilizes contrastive language-image pretraining (CLIP) to embed and cluster 1.5 million photographs. This approach allows for the discovery of visual content that circulated across different newspapers over time, with a public interface enabling interactive study of these identified clusters. AI

RANK_REASON The cluster describes an academic paper detailing a new method for image analysis within a historical dataset. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.IR (Information Retrieval) →

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COVERAGE [1]

  1. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Benjamin Charles Germain Lee ·

    Viral Images: Identifying Reprintings within 1.5 Million Photographs in Chronicling America

    Within the millions of digitized historic American newspapers in the Chronicling America initiative are tens of millions of photographs, illustrations, cartoons, and advertisements. Much of this visual culture is shared across newspaper titles and issues. Just as reprinted texts …