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.
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2020
• 主題: Shape;Windows;Microsoft Windows;Grammar;Deep learning;Semantics;Facade parsing;deep learning;semantic segmentation; Databases and Information Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/6180
• 機構: 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...