Computer vision systems and methods for modeling roofs of structures using two-dimensional and partial three-dimensional data

A system for modeling a roof of a structure comprising a first database, a second database and a processor in communication with the first database and the second database. The processor selects one or more images and the respective metadata thereof from the first database based on a received a geos...

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Bibliographic Details
Main Authors PORTER, Bryce Zachary, JUSTUS, Ryan Mark
Format Patent
LanguageEnglish
Published 19.09.2024
Subjects
BODY DETAILS OR KINDS OF RAILWAY VEHICLES
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
MEASURING
MEASURING ANGLES
MEASURING AREAS
MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
MEASURING LENGTH, THICKNESS OR SIMILAR LINEARDIMENSIONS
PERFORMING OPERATIONS
PHYSICS
RAILWAYS
TESTING
TRANSPORTING
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Summary:A system for modeling a roof of a structure comprising a first database, a second database and a processor in communication with the first database and the second database. The processor selects one or more images and the respective metadata thereof from the first database based on a received a geospatial region of interest. The processor generates two-dimensional line segment geometries in pixel space based on two-dimensional outputs generated by a neural network in pixel space of at least one roof structure present in the selected one or more images. The processor classifies the generated two-dimensional line segment geometries into at least one contour graph based on three-dimensional data received from the second database and generates a three-dimensional representation of the at least one roof structure based on the at least one contour graph and the received three dimensional data. MEl 30675725v.1
Bibliography:Application Number: AU20240216491