31. 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... |
32. 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... |
33. 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... |
34. Automatic segmentation and reconstruction of intracellular compartments in volumetric electron microscopy dataManca Žerovnik Mekuč, Ciril Bohak, Eva Boneš, Samo Hudoklin, Rok Romih, Matija Marolt, 2022, original scientific article Keywords: reconstruction, instance segmentation, electron microscopy, mitochondria, Golgi apparatus, fusiform vesicles, urothelium, deep learning, intracellular compartments Full text (file, 4,21 MB) This document has more files! More... |
35. Detecting surface anomalies with deep learningDomen Rački, 2022, doctoral dissertation Keywords: Surface defect detection, visual inspection, quality control, solid oral dosage forms, pharmaceutical industry, deep learning, segmentation, convolutional neural networks, visual anomaly detection Full text (file, 11,17 MB) |
36. DHF-NetChenquan Gan, Yucheng Yang, Qingyi Zhu, Deepak Kumar Jain, Vitomir Štruc, 2022, original scientific article Keywords: emotion recognition, text processing, NLP, deep learning, dialogue emotion recognition, contextual information, fine-grained information, hierarchical feature, interactive fusion Full text (file, 1,10 MB) This document has more files! More... |
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38. Characterization of biocomposites and glass fiber epoxy composites based on acoustic emission signals, deep feature extraction, and machine learningTomaž Kek, Primož Potočnik, Martin Misson, Zoran Bergant, Mario Sorgente, Edvard Govekar, Roman Šturm, 2022, original scientific article Keywords: polymer composites, biocomposites, GFE composites, acoustic emission, deep feature extraction, convolutional autoencoder, machine learning, neural networks Full text (file, 1,45 MB) This document has more files! More... |
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