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Recognizing Architectural Objects in Floor-plan Drawings Using Deep-learning Style-transfer Algorithms Go to Link

Cho, Dahngyu; Kim, Jinsung; Shin, Eunseo; CHOI, JUNG SIK; Lee, Jinkook

ArticleIssue Date2020CitationRE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th International Conference on Computer-Aided Architectural Design Research in Asia, CAADRIA 2020, v.2, pp.719 - 727PublisherThe Association for Computer-Aided Architectural Design Research in Asia (CAADRIA)

SCIESSCISCOPUS

Multidefectnet: Multi-class defect detection of building façade based on deep convolutional neural network Go to Link open access

Lee, Kisu; Hong, Goopyo; Lee,Sael; LEE, SANG HYO; Kim, Hayoung

ArticleIssue Date2020CitationSustainability, v.12, no.22, pp.1 - 14PublisherMDPI Open Access Publishing

SCIESCOPUS

UAV-based automated 3D modeling framework using deep learning for building energy modeling Go to Link

Yoon, Jonghyeon; Kim, Yeeun; Lee, Sanghyo; Shin, Minjae

ArticleIssue Date2024CitationSustainable Cities and Society, v.101, pp 1 - 18PublisherElsevier BV

SCOPUS

Approach to capturing design requirements from the existing architectural documents using natural language processing technique

Song, Jaeyeol; Kim, Jinsung; Kim, Hayan; CHOI, JUNG SIK; Lee, Jinkook

ArticleIssue Date2018CitationCAADRIA 2018 - 23rd International Conference on Computer-Aided Architectural Design Research in Asia: Learning, Prototyping and Adapting, v.2, pp.247 - 254PublisherThe Association for Computer-Aided Architectural Design Research in Asia (CAADRIA)

OTHER

Approach to Design Reference Management using Auto-Recognition System of Room and Design Style Go to Link

Kim,Jin-Sung; CHOI, JUNG SIK; Lee,Jin-Kook

ArticleIssue Date2019CitationInternational Journal of Engineering and Technology(UAE), v.8, no.1.4, pp.56 - 64PublisherScience Publishing Corporation Inc

SCIESCOPUS

AutoDefect: Defect text classification in residential buildings using a multi-task channel attention network

Yang, Donguk; Kim, Byeol; Lee, Sang Hyo; Ahn, Yong Han; Kim, Ha Young

ArticleIssue Date2022CitationSUSTAINABLE CITIES AND SOCIETY, v.80PublisherELSEVIER

SCOPUS

Accelerating multi-class defect detection of building façades using knowledge distillation of DCNN-based model Go to Link

Lee, Kisu; Lee, Sanghyo; Kim, Hayoung

ArticleIssue Date2021CitationInternational Journal of Sustainable Building Technology and Urban Development, v.12, no.2, pp 80 - 95PublisherSustainable Building Research Center

SCIESCOPUS

Defect-detection model for underground parking lots using image object-detection method Go to Link open access

Shin, Hyunkyu; Lee, Siwoon; Hong, Goopyo; Lee,Sael; Lee, Sanghyo; Kim, Hayoung

ArticleIssue Date2021CitationComputers, Materials and Continua, v.66, no.3, pp.2493 - 2507PublisherTech Science Press

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