BETWEEN IMAGES AND BUILT FORM: AUTOMATING THE RECOGNITION OF STANDARDISED BUILDING COMPONENTS USING DEEP LEARNING

<p>Building on the richness of recent contributions in the field, this paper presents a state-of-the-art CNN analysis method for automating the recognition of standardised building components in modern heritage buildings. At the turn of the twentieth century manufactured building components be...

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Bibliographic Details
Main Authors: C. Pezzica, J. Schroeter, O. E. Prizeman, C. B. Jones, P. L. Rosin
Format: Article
Language:English
Published: Copernicus Publications 2019-08-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-2-W6/123/2019/isprs-annals-IV-2-W6-123-2019.pdf