Title
An enhanced corner-based automatic rooftop extraction algorithm leveraging drlse segmentation
Abstract
In this paper we propose an innovative framework able to extract the perimeter of the rooftop of buildings from remote sensing images. The core features are derived from an existing algorithm which performs an automatic rooftop extraction in nadir aerial imagery. We significantly improve its performance by adding new characteristics in order to speed up the whole framework and as a result the system can achieve better performance in terms of both complexity reduction and capability of handling heterogeneous data sets.
Year
DOI
Venue
2015
10.1109/IGARSS.2015.7325943
Geoscience and Remote Sensing Symposium
Keywords
Field
DocType
Feature extraction,Geophysical image processing,Image segmentation,Object detection,Remote sensing
Nadir,Computer vision,Object detection,Data set,Computer science,Segmentation,Remote sensing,Reduction (complexity),Feature extraction,Image segmentation,Artificial intelligence,Speedup
Conference
ISSN
Citations 
PageRank 
2153-6996
0
0.34
References 
Authors
10
3
Name
Order
Citations
PageRank
Zangrandi, M.100.34
Enrico Baccaglini2909.52
Boulard, L.300.34