Evangelos Maltezos

Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery

Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis et al. · Remote Sensing · 2021 · 98 citations · Full text

Engineering, Machine Learning, Autoencoders +20

Building Extraction From LiDAR Data Applying Deep Convolutional Neural Networks

Evangelos Maltezos, Anastasios Doulamis, Nikolaos Doulamis et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 96 citations · Full text

Deep convolutional neural networks for building extraction from orthoimages and dense image matching point clouds

Evangelos Maltezos, Nikolaos Doulamis, Anastasios Doulamis et al. · Journal of Applied Remote Sensing · 2017 · 71 citations

Convolutional Neural Network, Engineering, Machine Learning +23

AUTOMATIC DETECTION OF BUILDING POINTS FROM LIDAR AND DENSE IMAGE MATCHING POINT CLOUDS

Evangelos Maltezos, Charalabos Ioannidis · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2015 · 29 citations · Full text

Engineering, Point Cloud Processing, Point Cloud +18

AUTOMATIC EXTRACTION OF BUILDING ROOF PLANES FROM AIRBORNE LIDAR DATA APPLYING AN EXTENDED 3D RANDOMIZED HOUGH TRANSFORM

Evangelos Maltezos, Charalabos Ioannidis · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2016 · 20 citations · Full text

Automatic Plane Detection, Engineering, 3D Modeling +19