[HTML][HTML] Advancements in 3D digital model generation for digital twins in industrial environments: Knowledge gaps and future directions

M Kamali, B Atazadeh, A Rajabifard, Y Chen - Advanced Engineering …, 2024 - Elsevier
Digital twins are considered a transformative paradigm for industrial environments, providing
a dynamic, digital, and intelligent representation of industrial assets. The necessity of digital …

[HTML][HTML] Enriching BIM models with fire safety equipment using keypoint-based symbol detection in escape plans

P Schönfelder, A Aziz, F Bosché, M König - Automation in Construction, 2024 - Elsevier
In the context of fire safety inspections, Building Information Modeling (BIM) models enriched
with Fire Safety Equipment (FSE) components can be used to complete compliance checks …

[HTML][HTML] Make it till you fake it: Construction-centric computational framework for simultaneous image synthetization and multimodal labeling

A Tohidifar, D Kim, SH Lee - Automation in Construction, 2024 - Elsevier
This paper introduces BlendCon, a fully automated framework capable of simultaneously
synthesizing and labeling construction imagery data. This framework simulates a …

[HTML][HTML] Reconstructing as-built beam bridge geometry from construction drawings using deep learning-based symbol pose estimation

B Faltin, P Schönfelder, D Gann, M König - Advanced Engineering …, 2024 - Elsevier
Efficient maintenance planning and streamlined inspection for bridges are essential to
prevent catastrophic structural failures. Digital Bridge Management Systems (BMS) have the …

[PDF][PDF] Development of a Maturity Model for the Digital transformation of companies in the context of Construction Industry 4.0

JI Jäkel, F Fischerkeller, T Oberhoff… - Journal of Information …, 2024 - itcon.org
The construction industry is characterized by a low level of productivity and digitalization, as
well as the critical perceived instability of costs, deadlines and quality. One way to address …

Kangba Region of Sichuan based on swin transformer visual model research on the identification of facades of ethnic buildings

Y Zhang, B Wang, J Li - Scientific Reports, 2024 - nature.com
The protection and restoration of existing buildings requires accurate acquisition of the
characteristics of the building facade. The complex, diverse, and irregular distribution …

Semantic floorplan segmentation using self-constructing graph networks

J Knechtel, P Rottmann, JH Haunert, Y Dehbi - Automation in Construction, 2024 - Elsevier
This article presents an approach for the automatic semantic segmentation of floorplan
images, predicting room boundaries (walls, doors, windows) and semantic labels of room …

Symbol Detection in Mechanical Engineering Sketches: Experimental Study on Principle Sketches with Synthetic Data Generation and Deep Learning.

S Bickel, S Goetz, S Wartzack - Applied Sciences (2076 …, 2024 - search.ebscohost.com
Digital transformation is omnipresent in our daily lives and its impact is noticeable through
new technologies, like smart devices, AI-Chatbots or the changing work environment. This …

M-DETR: Multi-scale DETR for Optical Music Recognition

F Luo, Y Dai, J Fuentes, W Ding, X Zhang - Expert Systems with …, 2024 - Elsevier
Abstract Optical Music Recognition (OMR) is an important way to digitize score images and
has broad application prospects in fields such as the storage of music documents, music …

Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models

D Chen, L Chen, Y Zhang, S Lin, M Ye… - Advanced Engineering …, 2024 - Elsevier
Building fire risks pose significant threats to individual safety and bear substantial economic
consequences. Consequently, developing effective automated fire risk assessment and …