1. Transfer and unsupervised learningLuka Gradišar, Matevž Dolenc, 2023, izvirni znanstveni članek Ključne besede: clustering, crack detection, data mining, image analysis, transfer learning, unsupervised learning Celotno besedilo (datoteka, 4,25 MB) Gradivo ima več datotek! Več... |
2. Deep learning for detection of visible land boundaries from UAV imageryBujar Fetai, Matej Račič, Anka Lisec, 2021, izvirni znanstveni članek Ključne besede: geodesy, land, cadastral mapping, visible boundary, UAV, deep learning Celotno besedilo (datoteka, 4,43 MB) Gradivo ima več datotek! Več... |
3. Generative Design for Constructability improvements with BIM-Lean approachJosé Luis Rodríguez Hernández, 2021, magistrsko delo Ključne besede: Constructability, BIM, Lean, Generative Design, Machine Learning, Parametric Design, Rationalization, Non-Technical problems in construction Celotno besedilo (datoteka, 12,03 MB) |
4. Predicting tree species based on the geometry and intensity of aerial laser scanning point cloud of treetopsNina Kranjec, Mihaela Triglav Čekada, Milan Kobal, 2021, izvirni znanstveni članek Ključne besede: lidar, intensity, the geometry of tree, tree species, machine learning, Lithuania, machine learning Celotno besedilo (datoteka, 3,65 MB) |
5. Automatic building footprint extraction from UAV images using neural networksZoran Kokeza, Miroslav Vujasinović, Miro Govedarica, Brankica Milojević, Gordana Jakovljević, 2020, izvirni znanstveni članek Ključne besede: neural network, deep learning, classification, Structure from Motion, unmanned aerial vehicles, building footprint extraction Celotno besedilo (datoteka, 2,89 MB) |
6. Comparison of treebased classification algorithms in mapping burned forest areasDilek Kucuk Matci, Resul Comert, Ugur Avdan, 2020, izvirni znanstveni članek Ključne besede: tree-based algorithm, machine learning, remote sensing, dupervised vlassification, Landsat Celotno besedilo (datoteka, 1,92 MB) |
7. Application of temporal convolutional neural network for the classification of crops on Sentinel-2 time seriesMatej Račič, Krištof Oštir, Devis Peressutti, Anže Zupanc, Luka Čehovin Zajc, 2020, objavljeni znanstveni prispevek na konferenci Ključne besede: deep learning, multi-temporal classification, sequence data, crop classification, Sentinel-2 Celotno besedilo (povezava drugam) |
8. Analysis of floating objects based on non-intrusive measuring methods and machine learningMateja Škerjanec, Klemen Kregar, Gašper Štebe, Gašper Rak, 2022, izvirni znanstveni članek Ključne besede: floating objects, laser scanning, machine learning, volume estimation Celotno besedilo (datoteka, 2,13 MB) Gradivo ima več datotek! Več... |
9. Revising cadastral data on land boundaries using deep learning in image-based mappingBujar Fetai, Dejan Grigillo, Anka Lisec, 2022, izvirni znanstveni članek Ključne besede: geodesy, land, visible boundary, cadastre, maintenance, UAV, deep learning Celotno besedilo (datoteka, 6,32 MB) Gradivo ima več datotek! Več... |
10. Advanced construction progress management with BEXEL ManagerIuri Gonçalves Rodrigues, 2022, magistrsko delo Ključne besede: civil engineering, master thesis, BIM, construction management, construction works, progress monitoring, earned value analysis, machine learning Celotno besedilo (datoteka, 7,04 MB) |