Deep learning approach for building detection in satellite multispectral imagery

G Prathap, I Afanasyev - 2018 international conference on …, 2018 - ieeexplore.ieee.org
Building detection from satellite multispectral imagery data is being a fundamental but a
challenging problem mainly because it requires correct recovery of building footprints from …

[HTML][HTML] Object-based features for house detection from RGB high-resolution images

R Chen, X Li, J Li - Remote Sensing, 2018 - mdpi.com
Automatic building extraction from satellite images, an open research topic in remote
sensing, continues to represent a challenge and has received substantial attention for …

A CNN-based approach for automatic building detection and recognition of roof types using a single aerial image

F Alidoost, H Arefi - PFG–Journal of Photogrammetry, Remote Sensing …, 2018 - Springer
Automatic detection and reconstruction of buildings have become essential in many remote
sensing and computer vision applications. In this paper, the capability of Convolutional …

Illegal buildings detection from satellite images using googlenet and cadastral map

V Ostankovich, I Afanasyev - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
Automatic illegal building detection from satellite imagery is a specific and important
problem for both research community and government agencies, which has not been …

[HTML][HTML] Optimization of OpenStreetMap building footprints based on semantic information of oblique UAV images

X Zhuo, F Fraundorfer, F Kurz, P Reinartz - Remote Sensing, 2018 - mdpi.com
Building footprint information is vital for 3D building modeling. Traditionally, in remote
sensing, building footprints are extracted and delineated from aerial imagery and/or LiDAR …

Сопоставление областей на аэрофотоснимках в задаче распознавания строений

АГ Волобой, ЛВ Новоторцев - … информационные технологии в …, 2018 - cyberleninka.ru
Данная работа посвящена вопросу сопоставления выделенных областей на разных
аэрофотоснимках с заданным ориентированием. При этом в рамках статьи считается …

Building detection from orthophotos using binary feature classification

Y Hu, X Hu, P Li, Y Ding - Multimedia Tools and Applications, 2018 - Springer
Building detection in orthophotos is crucial for various applications, such as urban planning
and real-estate management. In order to realize accurate and fast building detection, a non …

[PDF][PDF] Automated building extraction using high-resolution satellite imagery though Ensemble modelling and Machine learning

SK Das, HA Bharath, PS Prakash - Remote Sensing of Land, 2018 - researchgate.net
Building extraction has been a challenging task due to complex structures and features of
various land use with matching spectral and spatial attributes in a satellite data. We …

3B nokta bulutlarından bina tespiti

N Polat - 2018 - acikerisim.aku.edu.tr
Uzaktan algılama teknolojileri ile elde edilen verilerden binaların tespit edilmesi çalışmaları
günümüzün önemli araştırma konularından biridir. Nüfus hareketlerinden, şehir gelişimine …

Unsupervised Image Segmentation via Graph-Based Community Detection

A Moujahid, F Dornaika, B Cases - Recent Trends in Computer …, 2018 - Springer
Community detection arises in a variety of fields ranging from mathematics, physics, biology,
computer science, and the social sciences, among many others. It differs from the classical …