Deep learning for detecting building façade elements from images considering prior knowledge

A BIM-data mining integrated digital twin framework for advanced project management

(2021) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

Semi-supervised learning with GAN for automatic defect detection from images

(2021) Gaowei Zhang et al.   AUTOMATION IN CONSTRUCTION

Residential building facade segmentation in the urban environment

(2021) Menglin Dai et al.   BUILDING AND ENVIRONMENT

Point cloud segmentation and classification of structural elements in multi-planar masonry building facades

(2020) Fatemeh Hamid-Lakzaeian   AUTOMATION IN CONSTRUCTION

DeepFacade: A Deep Learning Approach to Facade Parsing With Symmetric Loss

(2020) Hantang Liu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

A critical evaluation of machine learning and deep learning in shield-ground interaction prediction

(2020) Pin Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

(2020) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

Pyramid ALKNet for Semantic Parsing of Building Facade Image

(2020) Wenguang Ma et al.   IEEE Geoscience and Remote Sensing Letters

Automatic Object-Detection of School Building Elements in Visual Data: A Gray-Level Histogram Statistical Feature-Based Method

(2019) Zhenyu Zhang et al.   Applied Sciences-Basel

Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset

(2019) Jixiu Wu et al.   AUTOMATION IN CONSTRUCTION

Mapping computer vision research in construction: Developments, knowledge gaps and implications for research

(2019) Botao Zhong et al.   AUTOMATION IN CONSTRUCTION

Symmetrization of facade layouts

(2016) Haiyong Jiang et al.   GRAPHICAL MODELS

Learning Grammars for Architecture-Specific Facade Parsing

(2016) Raghudeep Gadde et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Layered analysis of irregular facades via symmetry maximization

(2013) Hao Zhang et al.   ACM TRANSACTIONS ON GRAPHICS

Parsing Facades with Shape Grammars and Reinforcement Learning

(2012) O. Teboul et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

KNN based knowledge-sharing model for severe change order disputes in construction

(2008) Jieh-Haur Chen   AUTOMATION IN CONSTRUCTION