Search Results for author: Hassan El-Hajj

Found 3 papers, 1 papers with code

Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI

no code implementations13 Oct 2023 Oliver Eberle, Jochen Büttner, Hassan El-Hajj, Grégoire Montavon, Klaus-Robert Müller, Matteo Valleriani

An ML based analysis of these tables helps to unveil important facets of the spatio-temporal evolution of knowledge and innovation in the field of mathematical astronomy in the period, as taught at European universities.

Astronomy

Prompt me a Dataset: An investigation of text-image prompting for historical image dataset creation using foundation models

1 code implementation4 Sep 2023 Hassan El-Hajj, Matteo Valleriani

In this paper, we present a pipeline for image extraction from historical documents using foundation models, and evaluate text-image prompts and their effectiveness on humanities datasets of varying levels of complexity.

CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents

no code implementations Journal of Imaging 2022 Jochen Büttner, Julius Martinetz, Hassan El-Hajj, Matteo Valleriani

Recent advances in object detection facilitated by deep learning have led to numerous solutions in a myriad of fields ranging from medical diagnosis to autonomous driving.

object-detection Object Detection +2

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