A comprehensive survey on object detection in Visual Art: taxonomy and challenge

S Bengamra, O Mzoughi, A Bigand… - Multimedia Tools and …, 2024 - Springer
Cultural heritage data plays a key role in the understanding of past human history and
culture, enriches the present and prepares the future. A wealth of information is buried in …

AestheNet: Revolutionizing Aesthetic Perception Diagnosis in Education With Hybrid Deep Nets

Y Zhang, M Wang, J He, N Li, Y Zhou… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Diagnosing aesthetic perception plays a crucial role in deepening our understanding of
student creativity, emotional expression, and the pursuit of lifelong learning within art …

Context-infused visual grounding for art

S Khan, N van Noord - arxiv preprint arxiv:2410.12369, 2024 - arxiv.org
Many artwork collections contain textual attributes that provide rich and contextualised
descriptions of artworks. Visual grounding offers the potential for localising subjects within …

Towards explainability in using deep learning for face detection in paintings

S Bengamra, O Mzoughi, A Bigand… - … Conference on Pattern …, 2023 - hal.science
Explainable Artificial Intelligence (XAI) is an active research area to interpret a neural
network's decision by ensuring transparency and trust in the task-specified learned models …

An eXplainable Artificial Intelligence Method for Deep Learning-Based Face Detection in Paintings

S Bengamra, E Zagrouba… - 2023 IEEE Symposium on …, 2023 - ieeexplore.ieee.org
Recently, despite the impressive success of deep learning, eXplainable Artificial Intelligence
(XAI) is becoming increasingly important research area for ensuring transparency and trust …