Deep learning approach for building detection using LiDAR–orthophoto fusion

• Main Authors: Nahhas, Faten Hamed, Mohd Shafri, Helmi Zulhaidi, Sameen, Maher Ibrahim, Pradhan, Biswajeet, Mansor, Shattri
• Format: Article
• Language: English
• Published: Hindawi 2018
• Online Access: http://psasir.upm.edu.my/id/eprint/72174/1/Deep%20learning%20approach%20for%20building%20detection%20using%20LiDAR.pdf; http://psasir.upm.edu.my/id/eprint/72174/; https://www.hindawi.com/journals/js/2018/7212307/

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...