DeepFacade: A deep learning approach to facade parsing with symmetric loss

• Main Authors: LIU, Hantang, XU, Yinghao, ZHANG, Jialiang, ZHU, Jianke, LI, Yang, HOI, Steven C. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Shape;Windows;Microsoft Windows;Grammar;Deep learning;Semantics;Facade parsing;deep learning;semantic segmentation; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6180
• Institution: Singapore Management University

Parsing building facades into procedural grammars plays an important role for 3D building model generation tasks, which have been long desired in computer vision. Deep learning is a promising approach to facade parsing, however, a straightforward solution by directly applying standard deep learning...