{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T12:31:53Z","timestamp":1779366713678,"version":"3.53.0"},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,8]]},"abstract":"<jats:p>Accurate completion of archaeological artifacts is a critical aspect in several archaeological studies, including documentation of variations in style, inference of chronological and ethnic groups, and trading routes trends, among many others. However, most available pottery is fragmented, leading to missing textural and morphological cues.\n\nCurrently, the reassembly and completion of fragmented ceramics is a daunting and time-consuming task, done almost exclusively by hand, which requires the physical manipulation of the fragments.\n\nTo overcome the challenges of manual reconstruction, reduce the materials' exposure and deterioration, and improve the quality of reconstructed samples, we present IberianVoxel, a novel 3D Autoencoder Generative Adversarial Network (3D AE-GAN) framework tested on an extensive database with complete and fragmented references.\n\nWe generated a collection of 1001 3D voxelized samples and their fragmented references from Iberian wheel-made pottery profiles. The fragments generated are stratified into different size groups and across multiple pottery classes.\n\nLastly, we provide quantitative and qualitative assessments to measure the quality of the reconstructed voxelized samples by our proposed method and archaeologists' evaluation.<\/jats:p>","DOI":"10.24963\/ijcai.2023\/647","type":"proceedings-article","created":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T08:31:30Z","timestamp":1691742690000},"page":"5833-5841","source":"Crossref","is-referenced-by-count":2,"title":["IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies"],"prefix":"10.24963","author":[{"given":"Pablo","family":"Navarro","sequence":"first","affiliation":[{"name":"Instituto Patag\u00f3nico de Ciencias Sociales y Humanas (CONICET). Puerto Madryn, Argentina."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Celia","family":"Cintas","sequence":"additional","affiliation":[{"name":"IBM Research Africa, Nairobi, Kenya."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manuel","family":"Lucena","sequence":"additional","affiliation":[{"name":"Research University Institute for Iberian Archaeology, University of Ja\u00e9n, Spain."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9 Manuel","family":"Fuertes","sequence":"additional","affiliation":[{"name":"Research University Institute for Iberian Archaeology, University of Ja\u00e9n, Spain."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio","family":"Rueda","sequence":"additional","affiliation":[{"name":"Research University Institute for Iberian Archaeology, University of Ja\u00e9n, Spain."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rafael","family":"Segura","sequence":"additional","affiliation":[{"name":"Research University Institute for Iberian Archaeology, University of Ja\u00e9n, Spain."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos","family":"Ogayar-Anguita","sequence":"additional","affiliation":[{"name":"Center for Advanced Studies in Information and Communication Technologies, University of Ja\u00e9n, Spain."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rolando","family":"Gonz\u00e1lez-Jos\u00e9","sequence":"additional","affiliation":[{"name":"Instituto Patag\u00f3nico de Ciencias Sociales y Humanas (CONICET). Puerto Madryn, Argentina."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claudio","family":"Delrieux","sequence":"additional","affiliation":[{"name":"Universidad Nacional del Sur, and CONICET. Bah\u00eda Blanca, Argentina."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10584","event":{"name":"Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}","theme":"Artificial Intelligence","location":"Macau, SAR China","acronym":"IJCAI-2023","number":"32","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)"],"start":{"date-parts":[[2023,8,19]]},"end":{"date-parts":[[2023,8,25]]}},"container-title":["Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T08:53:00Z","timestamp":1691743980000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2023\/647"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2023\/647","relation":{},"subject":[],"published":{"date-parts":[[2023,8]]}}}