Building detection from orthophotos using a machine learning approach: An empirical study on image segmentation and descriptors

F Dornaika, A Moujahid, Y El Merabet… - Expert Systems with …, 2016 - Elsevier
Building detection from aerial images has many applications in fields like urban planning,
real-estate management, and disaster relief. In the last two decades, a large variety of …

[HTML][HTML] Autonomous building detection using edge properties and image color invariants

AJ Ghandour, AA Jezzini - Buildings, 2018 - mdpi.com
Automated building extraction from high-resolution satellite imagery is a challenging
research problem, and several issues remain with respect to the variety of variables to be …

Building detection using enhanced HOG–LBP features and region refinement processes

D Konstantinidis, T Stathaki, V Argyriou… - IEEE Journal of …, 2016 - ieeexplore.ieee.org
Building detection from two-dimensional high-resolution satellite images is a computer
vision, photogrammetry, and remote sensing task that has arisen in the last decades with the …

Segmentation fusion for building detection using domain-specific information

ÖÖ Karadağ, C Senaras… - IEEE Journal of Selected …, 2015 - ieeexplore.ieee.org
Segment-based classification is one of the popular approaches for object detection, where
the performance of the classification task is sensitive to the accuracy of the output of the …

Detection of cars in high-resolution aerial images of complex urban environments

M ElMikaty, T Stathaki - IEEE Transactions on Geoscience and …, 2017 - ieeexplore.ieee.org
Detection of small targets, more specifically cars, in aerial images of urban scenes, has
various applications in several domains, such as surveillance, military, remote sensing, and …

Object-based rule sets and its transferability for building extraction from high resolution satellite imagery

R Attarzadeh, M Momeni - Journal of the Indian Society of Remote …, 2018 - Springer
With the advent of high spatial resolution satellite imagery, automatic and semiautomatic
building extractions have turned into one of the outstanding research topics in the field of …

Building detection using Bayesian networks

A Stassopoulou, T Caelli - … journal of pattern recognition and artificial …, 2000 - World Scientific
This paper further explores the uses of Bayesian Networks for detecting buildings from
digital orthophotos. This work differs from current research in building detection in so far as it …

[HTML][HTML] Automatic building detection with polygonizing and attribute extraction from high-resolution images

S Daranagama, A Witayangkurn - ISPRS International Journal of Geo …, 2021 - mdpi.com
Buildings can be introduced as a fundamental element for forming a city. Therefore, up-to-
date building maps have become vital for many applications, including urban mapping and …

Automatic building detection from very high-resolution images using multiscale morphological attribute profiles

J Li, J Cao, ME Feyissa, X Yang - Remote Sensing Letters, 2020 - Taylor & Francis
Morphological building indexes (MBI) have proven to be effective tools for automated
building spatial-feature-extraction tasks in images from urban areas. However, owing to the …

Automatic building detection based on supervised classification using high resolution Google Earth images

S Ghaffarian - The international archives of the …, 2014 - isprs-archives.copernicus.org
This paper presents a novel approach to detect the buildings by automization of the training
area collecting stage for supervised classification. The method based on the fact that a 3d …