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 …

Improved YOLOv5 network for real-time object detection in vehicle-mounted camera capture scenarios

Z Ren, H Zhang, Z Li - Sensors, 2023 - mdpi.com
Object detection in the process of driving is a convenient and efficient task. However, due to
the complex transformation of the road environment and vehicle speed, the scale of the …

Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision

M Mazzamuto*, F Ragusa*, A Furnari*… - ACM Journal on …, 2024 - dl.acm.org
Cultural sites such as museums and monuments are popular tourist destinations worldwide.
Visitors come to these places to learn about the cultures, histories, and arts of a particular …

Weakly supervised attended object detection using gaze data as annotations

M Mazzamuto, F Ragusa, A Furnari… - … Conference on Image …, 2022 - Springer
We consider the problem of detecting and recognizing the objects observed by visitors (ie,
attended objects) in cultural sites from egocentric vision. A standard approach to the …

Human and Object Detection using Machine Learning Algorithm

MT Ahammed, S Ghosh… - 2022 Trends in Electrical …, 2022 - ieeexplore.ieee.org
Films with abandoned objects may be identified and traced using this paper's technique.
Especially in high-traffic locations like railway stations and airports, unattended baggage …

No Annotations for Object Detection in Art through Stable Diffusion

P Ramos, N Gonthier, S Khan, Y Nakashima… - arXiv preprint arXiv …, 2024 - arxiv.org
Object detection in art is a valuable tool for the digital humanities, as it allows for faster
identification of objects in artistic and historical images compared to humans. However …

Visual story generation based on emotion and keywords

Y Chen, R Li, B Shi, P Liu, M Si - arXiv preprint arXiv:2301.02777, 2023 - arxiv.org
Automated visual story generation aims to produce stories with corresponding illustrations
that exhibit coherence, progression, and adherence to characters' emotional development …

An approach for dataset extension for object detection in artworks using open-vocabulary models

T Yemelianenko, I Tkachenko, T Masclef… - Proceedings of the …, 2024 - hal.science
While studying objects presented in paintings, art history specialists identify their
significance, symbolic meaning and historical context. Analyzing big artistic collections can …

Computer Vision and Robotics for Cultural Heritage: Theory and Applications

G Caron, ORP Bellon, I Shimshoni - Journal of Imaging, 2022 - mdpi.com
Computer vision and robotics are more and more involved in cultural heritage. From the data
acquisition to heritage interpretation, the various tasks of the latter wide spectrum must face …

Application of deep learning-based ethnic music therapy for selecting repertoire

Y Zhang, Y Zhang - Journal of Intelligent & Fuzzy Systems, 2024 - content.iospress.com
With the advancement of modern medical concepts, the beneficial effects of music on human
health have gradually become accepted, and the corresponding music therapy has …