Context-Aware Querying, Geolocalization, and Rephotography of Historical Newspaper Images
نویسندگان
چکیده
Newspapers contain a wealth of historical information in the form articles and illustrations. Libraries cultural heritage institutions have been digitizing their collections for decades to enable web-based access retrieval information. A number challenges arise when dealing with digitized collections, such as those KBR, Royal Library Brussels (used this study), which only page-level metadata, making it difficult extract from specific contexts. context-aware search relies heavily on metadata enhancement. Therefore, using at page level, is even more challenging geolocalize less-known landmarks. To overcome challenge, we developed pipeline geolocalization visualization photographs. The first step consists converting article-level metadata. In next step, all building images were classified based image classification algorithms. Moreover, correctly photographs, propose hybrid approach that uses both textual features. We conclude research paper by addressing challenge visualizing content way adds value humanities research. It noteworthy urban scenes are visualized rephotography, notoriously get right. This study serves an important towards enriching facilitating cross-collection linkages, geolocalization, newspaper images. Furthermore, proposed methodology generic can be used process untagged photographs social media, including Flickr Instagram.
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ژورنال
عنوان ژورنال: Applied sciences
سال: 2022
ISSN: ['2076-3417']
DOI: https://doi.org/10.3390/app122111063