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Automated Detection of Hillforts in Remote Sensing Imagery With Deep Multimodal...
Canedo, Daniel; Fonte, João; Dias, Rita; do Pereiro, Tiago; Gonçalves-Seco, Luís; Vázquez, Marta; Georgieva, Petia; Neves, António J RRecent advancements in remote sensing and artificial intelligence can potentially revolutionize the automated detection of archaeological sites. However, the challenging task of interpreting remote sensing imagery combined with the intricate shapes of archaeological sites can hinder the performance of computer vision systems. This work presents a computer vision system trained for efficient hillfort detection i...
O sítio arqueológico de Alto do Castelo (Alpiarça). Revisão arqueológica e nova...
Pimenta, João; Pereiro, Tiago Do; Fonte, JoãoEste artigo apresenta uma revisão arqueológica do sítio do Alto do Castelo (Alpiarça) e novas interpretações baseadas em levantamentos não intrusivos. O sítio tem sido objeto de estudo desde o início do século XX, principalmente devido à sua proximidade com necrópoles da Idade do Bronze. Investigações anteriores revelaram ocupações desde o Calcolítico até à época romana, com destaque para uma fortificação da Id...
Later prehistoric tin mining in the Ervedosa mine (Vinhais, Portugal): evidence...
Meunier, Emmanuelle; Dias, Filipa; Fonte, João; Lima, Alexandre; Bottaini, Carlo; Silva, Rui J.C.; Veiga, João P.; Pereira, Manuel F.C.This paper presents a comprehensive study of the evidence for ancient tin mining at the Ervedosa mine (Vinhais, Portugal). The geological context of the site indicates a rich cassiterite (SnO2) deposit, which was subject to mining in the twentieth century. Some ancient mining and ore processing stone tools were recovered during the twentieth century mining operations, namely one hammer, one pounder, one flat an...
The Synergy between artificial intelligence, remote sensing, and archaeological...
Canedo, Daniel; Hipólito, João; Fonte, João; Dias, Rita; Pereiro, Tiago do; Georgieva, Petia; Gonçalves-Seco, Luís; Vázquez, Marta; Pires, NelsonThe increasing relevance of remote sensing and artificial intelligence (AI) for archaeological research and cultural heritage management is undeniable. However, there is a critical gap in this field. Many studies conclude with identifying hundreds or even thousands of potential sites, but very few follow through with crucial fieldwork validation to confirm their existence. This research addresses this gap by pr...
Automated detection of hillforts in remote sensing imagery with deep multimodal...
Canedo, Daniel; Fonte, João; Dias, Rita; Pereiro, Tiago do; Gonçalves‐Seco, Luís; Vázquez, Marta; Georgieva, Petia; Neves, António J. R.Recent advancements in remote sensing and artificial intelligence can potentially revolutionize the automated detection of archaeological sites. However, the challenging task of interpreting remote sensing imagery combined with the intricate shapes of archaeological sites can hinder the performance of computer vision systems. This work presents a computer vision system trained for efficient hillfort detection i...
Tin production in NW Iberia during the first millennium BC: some insights from ...
Figueiredo, Elin; Meunier, Emmanuelle; Fonte, João; Silva, Gabriel; Dias, Filipa; Lima, AlexandreSem resumo
Uncovering archaeological sites in airborne LiDAR data with data-centric artifi...
Canedo, Daniel; Fonte, João; Seco, Luis Gonçalves; Vázquez, Marta; Dias, Rita; Pereiro, Tiago do; Hipólito, João; Menéndez-Marsh, FernandoMapping potential archaeological sites using remote sensing and artificial intelligence can be an efficient tool to assist archaeologists during project planning and fieldwork. This paper explores the use of airborne LiDAR data and data-centric artificial intelligence for identifying potential burial mounds. The challenge of exploring the landscape and mapping new archaeological sites, coupled with the difficul...
Revisitando os Chões de Alpompé com técnicas de deteção remota : novas evidênci...
Fonte, João; Pimenta, João; Pereira, Carlos; Arruda, Ana MargaridaO planalto dos Chões de Alpompé, em Santarém, foi, pelo menos desde os anos 50 do século XX, alvo de numerosos trabalhos de prospeção e até de campanhas de escavação e acompanhamento de obras agrícolas. Tais trabalhos proporcionaram a recolha de inúmeros materiais arqueológicos, muitos dos quais já publicados, que deixam antever uma relevante ocupação humana durante a Idade do Ferro e época Romano-Republicana. ...
Novas metodologias não-invasivas de prospecção arqueológica: o contributo das t...
Fonte, JoãoThe aim of this paper is to give an overview of the new survey methods in Archaeology based on the application of geospatial technologies. We will pay particular attention to a concrete remote sensing technology: Light Detection and Ranging (liDAR).; Pretende-se com este trabalho apresentar uma breve síntese acerca dos novos métodos de prospecção em Arqueologia baseados em tecnologias g...
Ancient tin production: Slags from the Iron Age Carvalhelhos hillfort (NW Iberi...
Figueiredo, Elin; Fonte, João; Lima, Alexandre; Veiga, João Pedro; Silva, Rui J.C.; Mirão, JoséProvenance and production of tin in the Ancient World has since long been a major topic of discussion among archaeologists. In Western Europe, where significant tin ore (cassiterite) deposits are known, only a few remains of ancient tin production, such as tin slags, have been detected. In the present work, elemental and microstructural analyses by WDXRF, SEM-EDS and XRD were performed on recently recognised ti...