21. Automatic building footprint extraction from UAV images using neural networksZoran Kokeza, Miroslav Vujasinović, Miro Govedarica, Brankica Milojević, Gordana Jakovljević, 2020, original scientific article Keywords: neural network, deep learning, classification, Structure from Motion, unmanned aerial vehicles, building footprint extraction Full text (file, 2,89 MB) |
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25. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, undergraduate thesis Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Full text (file, 1,02 MB) |
26. 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, published scientific conference contribution Keywords: deep learning, multi-temporal classification, sequence data, crop classification, Sentinel-2 Full text (outside link) |
27. Error prediction for large optical mirror processing robot based on deep learningZujin Jin, Gang Cheng, Shichang Xu, Dunpeng Yuan, 2022, original scientific article Keywords: Bayesian optimization, error prediction, optical mirror processing, hybrid manipulators, hyperparametrics, deep learning Full text (file, 1,73 MB) This document has more files! More... |
28. End-effector force and joint torque estimation of a 7-DoF robotic manipulator using deep learningStanko Kružić, Josip Musić, Roman Kamnik, Vladan Papić, 2021, original scientific article Keywords: robotic manipulator, force estimation, deep learning, neural networks Full text (file, 10,85 MB) This document has more files! More... |
29. Learning to combine local and global image information for contactless palmprint recognitionMarjan Stoimčev, Marija Ivanovska, Vitomir Štruc, 2022, original scientific article Keywords: palmprint recognition, contactless palmprint images, elastic deformations, convolutional neural networks, deep learning, ArcFace loss, center loss, discriminative feature learning Full text (file, 18,20 MB) This document has more files! More... |
30. Revising cadastral data on land boundaries using deep learning in image-based mappingBujar Fetai, Dejan Grigillo, Anka Lisec, 2022, original scientific article Keywords: geodesy, land, visible boundary, cadastre, maintenance, UAV, deep learning Full text (file, 6,32 MB) This document has more files! More... |