Fachinformationsdienst BAUdigital

A platform for research: civil engineering, architecture and urbanism

    Enhancing Deep Learning-based BIM Element Classification via Data Augmentation and Semantic Segmentation

    New search for: Yu, Youngsu
    New search for: Lee, Koeun
    New search for: Ha, Daemok
    New search for: Koo, Bonsang

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Page navigation

    Document information
    Similar titles

    Export, share and cite

    Enhancing Deep Learning-based BIM Element Classification via Data Augmentation and Semantic Segmentation

    New search for: Yu, Youngsu
    New search for: Lee, Koeun
    New search for: Ha, Daemok
    New search for: Koo, Bonsang

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Enhancing Deep Learning-based BIM Element Classification via Data Augmentation and Semantic Segmentation

    New search for: Yu, Youngsu
    New search for: Lee, Koeun
    New search for: Ha, Daemok
    New search for: Koo, Bonsang

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Page navigation

    Document information
    Similar titles

    Export, share and cite

    Document information
    Title:

    Enhancing Deep Learning-based BIM Element Classification via Data Augmentation and Semantic Segmentation

    Contributors:

    Yu, Youngsu (author) / Lee, Koeun (author) / Ha, Daemok (author) / Koo, Bonsang (author)

    Conference:

    International Symposium on Automation and Robotics in Construction ; 38. ; 2021 ; Online

    Published in:

    Proceedings of the 38th International Symposium on Automation and Robotics in Construction

    Publication date:

    2021

    ISBN:

    9789526952413

    Type of media:

    Conference paper

    Type of material:

    Electronic Resource

    Language:

    English

    Keywords:

    Robotik , Baustelle , Automation

    Classification:

    BKL:  56.40 Baubetrieb / 50.25 Robotertechnik

    Similar titles

    BIM-driven data augmentation method for semantic segmentation in superpoint-based deep learning network

    Zhai, Ruoming / Zou, Jingui / He, Yifeng et al. | Elsevier | 2022

    Semantic segmentation of bridge point clouds with a synthetic data augmentation strategy and graph-structured deep metric learning

    Yang, Xiaofei / del Rey Castillo, Enrique / Zou, Yang et al. | Elsevier | 2023

    Edge-related deep learning for semantic segmentation

    Goebel, Mona / Budde, Lina / Iwaszczuk, Dorota | TIBKAT | 2022

    Free access

    Railway-Fastener Point Cloud Segmentation and Damage Quantification Based on Deep Learning and Synthetic Data Augmentation

    Wang, Weidong / Niu, Haoran / Qiu, Shi et al. | ASCE | 2025

    Automatic concrete infrastructure crack semantic segmentation using deep learning

    Chen, Bo / Zhang, Hua / Wang, Guijin et al. | Elsevier | 2023

    Back to top