Deep Learning Approach for Building Detection Using LiDAR–Orthophoto Fusion

This paper reports on a building detection approach based on deep learning (DL) using the fusion of Light Detection and Ranging (LiDAR) data and orthophotos. The proposed method utilized object-based analysis to create objects, a feature-level fusion, an autoencoder-based dimensionality reduction to...

Full description

Bibliographic Details
Main Authors: Faten Hamed Nahhas, Helmi Z. M. Shafri, Maher Ibrahim Sameen, Biswajeet Pradhan, Shattri Mansor
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Journal of Sensors
Online Access:http://dx.doi.org/10.1155/2018/7212307