A novel YOLOv8-GAM-Wise-IoU model for automated detection of bridge surface cracks

C Xiong, T Zayed, EM Abdelkader - Construction and Building Materials, 2024 - Elsevier
Hong Kong, among the world's most densely populated cities, has witnessed rapid growth in
traffic volume, resulting in increased traffic density and vehicle loads. Regular bridge …

dacl10k: benchmark for semantic bridge damage segmentation

J Flotzinger, PJ Rösch, T Braml - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Reliably identifying reinforced concrete defects (RCDs) plays a crucial role in assessing the
structural integrity, traffic safety, and long-term durability of concrete bridges, which …

Weakly-supervised structural surface crack detection algorithm based on class activation map and superpixel segmentation

C Liu, B Xu - Advances in Bridge Engineering, 2023 - Springer
This paper proposes a weakly-supervised structural surface crack detection algorithm that
can detect the crack area in an image with low data labeling cost. The algorithm consists of a …

On-Device Execution of Deep Learning Models on HoloLens2 for Real-Time Augmented Reality Medical Applications

S Zaccardi, T Frantz, D Beckwée, E Swinnen, B Jansen - Sensors, 2023 - mdpi.com
The integration of Deep Learning (DL) models with the HoloLens2 Augmented Reality (AR)
headset has enormous potential for real-time AR medical applications. Currently, most …

A New Module for the Evaluation of Bridges Based on Visual Inspection through a Digital Application Linked to an Up-to-Date Database of Damage Catalog for …

EE Muñoz-Diaz, A Vargas-Luna, F Nuñez-Moreno… - Buildings, 2024 - mdpi.com
Road structures undergo a series of chemical and physical processes once they are put into
service. This phenomenon results from the action of the load and the influence of the …

Development of an Educational Game Visual Novel Introduction to Traditional Dance Based on Android: Case Study of Typical Dance of Lombok Island

D Susilowati, DSC Saputri, A Rahim… - … of Computer and …, 2023 - ieeexplore.ieee.org
This research aims to produce a practical Visual Novel Game learning media. This research
is development research with the Multimedia Development Life Cycle (MDLC) method …

Enabling Autonomous Structural Inspections with Tiny Machine Learning on UAVs

Y Zhang, LS Martinez-Rau… - 2024 IEEE Sensors …, 2024 - ieeexplore.ieee.org
Visual structural inspections in Structural Health Monitoring (SHM) are an important method
to ensure the safety and long lifetime of infrastructures. Unmanned Aerial Vehicles (UAVs) …

Bridge Inspection Using Image Enhancement and Machine Learning

KV Swamy, PM Reddy, H Urmila… - … Conference on Advances …, 2024 - ieeexplore.ieee.org
Bridges are the essential part of our transportation in daily life. Infrastructure safety and
integrity are crucial to prevent accidents and ensure smooth traffic flow. Regular inspections …

Evaluation of the structural degradation of a garage in a residential building using the GDE/UnB methodology: a case study

MA Machado, DSD Júnior, PVG Freitas… - Journal of Building …, 2023 - Springer
The evolution of the studies of reinforced concrete is continuous and the need of
maintenance in the structure has always been updated. The focus of this paper is to show …

Real-Time AI-Based Bridge Inspection Using Mixed Reality Platform

M Zakaria, E Karaaslan, F Necati Catbas - Structures Congress 2023 - ascelibrary.org
Conventional methods in bridge inspection are labor extensive and highly subjective. This
study introduces a novel approach with the use of real-time machine learning and the mixed …