Unsupervised azimuth estimation of solar arrays in low-resolution satellite imagery through semantic segmentation and Hough transform

AS Edun, K Perry, JB Harley, C Deline - Applied Energy, 2021 - Elsevier
This paper explains the use of a convolutional neural network (CNN) to segment solar
panels in a satellite image containing solar arrays, and extract associated metadata from the …

[PDF][PDF] Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation.

M Hamdi, H Bouhamed, A AlGarni… - … Journal of Computers …, 2021 - researchgate.net
For the elderly population, falls are a vital health problem especially in the current context of
home care for COVID-19 patients. Given the saturation of health structures, patients are …

Deep learning application for urban change detection from aerial images

T Fyleris, A Kriščiūnas, V Gružauskas… - … 2021: proceedings of …, 2021 - epubl.ktu.edu
Abstract [eng] Urban growth estimation is an essential part of urban planning in order to
ensure sustainable regional development. For such purpose, analysis of remote sensing …

[HTML][HTML] Перспективы применения крупноразмерных бпла при решении задач комплексного обследования территорий

АМ Федулин, ДМ Дрягин - Известия Южного федерального …, 2021 - cyberleninka.ru
Целью приведенного в настоящей работе исследования является оценка
перспективности применения крупноразмерных беспилотных летательных аппаратов …

Development of an image segmentation model based on a convolutional neural network

B Knysh, Y Kulyk - Eastern-European Journal of Enterprise …, 2021 - papers.ssrn.com
This paper has considered a model of image segmentation using convolutional neural
networks and studied the process efficiency based on models involving training the deep …

Building extraction from stereo aerial imagery using dynamic programming

HA Sadeq - Arabian Journal for Science and Engineering, 2021 - Springer
In this paper, a novel technique for building detection and extraction and simple building
reconstruction from stereo aerial imagery is presented. This research hypothesises that …

A building extraction method via Gabor filter and multi-orientation π local binary pattern operator

X Shen, M Wang, K Peng… - … Conference on Graphics …, 2021 - spiedigitallibrary.org
As buildings constitute the main component of urban areas, which can provide several kinds
of information. In this paper, a building extraction method based on the high resolution …

Segmentation method for back electrodes in solar cells

H Xiao, J Xu, Y Wu, H Wang… - 2021 40th Chinese Control …, 2021 - ieeexplore.ieee.org
An automatic quality inspection system, aiming to recognize defective products that would
bring great damage, is essential for the production of solar cells. However, few papers focus …

Multi-scale Multi-block Covariance Descriptor for a Compact Face Texture Representation: Application to Kinship Verification

A Moujahid, F Dornaika - Emerging Technologies in Biomedical …, 2021 - Springer
Division-based strategies for face representation are common methods for capturing local
and global features and have proven to be effective and highly discriminative. However …

[PDF][PDF] ИССЛЕДОВАНИЕ И РАЗРАБОТКА АЛГОРИТМОВ ПОИСКА И ВОССТАНОВЛЕНИЯ НАСЕЛЕННЫХ ПУНКТОВ НА НАБОРЕ АЭРОФОТОСНИМКОВ

АГ Волобой - keldysh.ru
В настоящее время индустриальный и технический прогресс достиг такого высокого
уровня, когда имеющаяся информация устаревает с огромной скоростью. В связи с …