VDI Verlag eLibrary

Higher-Order Multiple Object Tracking

Roberto D. Henschel

Series: Informatik/ Kommunikation

Volume 875 2021

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„… trajectories with generative adversarial networks”. In: The IEEE Conference on Computer Vision and Pattern …” „… , Sherjil Ozair, Aaron Courville, and Yoshua Bengio. “Generative adversarial nets”. In: Advances in Neural …” „… Trajectories using Sequence to Sequence Networks”. In: IEEE International Conference on Advanced Video and …”

Fundamentals S. 33-79

„… to employ a generative adversarial network [180]. However, assigning identity labels to synthetic …” „… the probabilities of two detections belonging to the same person. 2.4.3 Neural networks Machine …” „… in neural networks [130–133]. In this work, neural networks are employed for supervised learning; to …”

doi.org/10.51202/9783186875105

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SIMVEC 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2407 2022

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F. Chinesta, R. Magg Empowering car design, maintenance and operation from advanced model order reduction and AI technologies S. 523-534

„… . Duan, Y. Lin, X. Zheng, F-Y. Wang. Generative Adversarial Networks: Introduction and Outlook. IEEE …” „… , LLE, tSNE, … [18,19]; Neural Networks based autoencoders [20]; …), identifying useless features …” „… networks -convolutional [24], GAN as a valuable procedure for augmenting data [25], …-, Code2Vect [26 …”

doi.org/10.51202/9783181024072

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Automation 2022

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2399 2022

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R. Gitzel, T. Kozel Hot Spot Detection in Electrical Equipment using the Inverse Pixel Count Algorithm S. 479-490

„… Based on In-frared Thermal Images Using Wasserstein Generative Ad-versarial Networks and Deep Learning …” „… electrical distribution network. However, if potential faults are detected early, e.g., via condition …” „… ], [2], [3], [4], [5]). There are also examples of neural networks ([1], [4]). Convolutional neural …”

A. Charizanis, M. Müller, M. Weyrich, H. Mettler Validierung von sicherheitsrelevanten KI-Systemen in der Pharmabranche S. 561-580

„… stammen. Dies wird mithilfe eines antrainierten GAN-Diskriminators („Generative adversarial network“ – GAN …” „… for Testing Deep Neural Networks? : Zenodo, 2020 [25] Xie, Xiaoyuan ; Ho, Joshua W. K. ; Murphy …” „… Visual Explanations for Deep Convolutional Networks (2018), S. 839–847. URL http://arxiv.org/pdf …”

doi.org/10.51202/9783181023990

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wt Werkstattstechnik online

Browse Volumes: wt Werkstattstechnik online

wt Volume 115 (2025) Issue 01-02 ISSN Online: 1436-4980

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Kilian Christoph Merz, Michael Glattes Anwendung von Künstlicher Intelligenz in der Intralogistik/Application of Artificial Intelligence in Intralogistics S. 79-85

„… 24.10.2024[4] Goodfellow, I. J.; Pouget-Abadie, J.; Mirza, M. et al.: Generative Adversarial Networks, 2014L I …” „… Textanalyse, Spracherkennung und generative KI wird ein großes Potenzial erkannt [3]. Generative KI, die in …”

doi.org/10.37544/1436-4980-2025-01-02

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Mensch-Maschine-Sehen als Grundlage der Entwicklung optomechatronischer Systeme für kamerabasierte Objekterkennung

Max Caspar Sundermeier

Series: Berichte aus dem iPeG

Volume 02/2024 2024

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Literaturverzeichnis S. 135-146

„… : Automotive radar and camera fusion usingGenerative Adversarial Networks. In: Computer Vision and Image …” „… Literaturverzeichnis[Agga18] Aggarwal, Charu C.: Neural Networks and Deep Learning: A Textbook …” „… .; Al-Zawi, Saad: Understanding of aconvolutional neural network. In: 2017 International Conference on …”

doi.org/10.51202/9783959009218

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Automation 2023

VDI Wissensforum GmbH (ed.)

Series: VDI-Berichte

Volume 2419 2023

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I. Gräßler, M. Hieb Cloud-Computing für die Verwendung synthetischer Trainingsdaten für Machine Vision Quality Gates S. 765-776

„… , Generative Adversarial Networks (GAN) oder Diffusionsmo-dellen und (4) Zusammenfügen verschiedener realer …” „… bieten. So haben Syberfeldt und Ekblom [12] ein Convoluti-onal Neural Network (CNN) zur Überwachung des …” „… Distributed Sensor Networks 12 1, S. 3159805, 2016 [12] Anna S. und Tom E.: Improved Automatic Quality …”

B. C. Gül, N. Devarakonda, D. Dittler, N. Jazdi, M. Weyrich Using Federated Learning in the Context of Software-Defined Mobility Systems for Predictive Quality of Service S. 591-610

„… adversarial network (GAN) to create user-specific data from model updates [32]. Therefore, the way to …” „… Systems to avoid transmission of user-sensitive data over the network. Therefore, we propose a new …” „… network requirements are not met [15]. This change can be on uplink or downlink data rate, latency, jitter …”

doi.org/10.51202/9783181024195

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Konturbasierte multidirektionale Intra-Prädiktion für die Videocodierung

Thorsten Laude

Series: Informatik/ Kommunikation

Volume 871 2021

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Literatur S. 123-146

„… Super-Resolution Using a Generative Adversarial Network“. In: 2017 IEEE Conference on Computer Vision and Pattern …” „… ). [13] Alfredo Canziani, Adam Paszke und Eugenio Culurciello. „An Analysis of Deep Neural Network Models …” „… Convolutional Networks“. In: IEEE Transactions on Pattern Analysis and Machine Intelligence 38.2 (Feb. 2016), S …”

doi.org/10.51202/9783186871107

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Expressive Personalized 3D Face Models from 3D Face Scans

Stella Graßhof

Series: Informatik/ Kommunikation

Volume 868 2020

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Introduction S. 1-14

„… this approach images are provided as input to a trained neural networks, more specifically a Generative …” „… Adversarial Network (GAN). Currently the bestperforming works all rely on some kind of face models within …”

doi.org/10.51202/9783186868107

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wt Werkstattstechnik online

Browse Volumes: wt Werkstattstechnik online

wt Volume 114 (2024) Issue 06 ISSN Online: 1436-4980

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Luca Dörr, Julian Sascha Oks, Claudia Lehmann, Jonas Trezl, Tobias Reichenstein, Georg Spyridon Koustas Demonstratoren im Industrie 4.0-Kontext/Demonstrators in the context of Industry 4.0 S. 373-383

„… generative adversarial network to industrial maintenance: A case study of induction motor fault detection …” „… Area Network (LPWAN) und Radio Frequency Identification (RFID). Die Mo-dule und Komponenten, wie auch …” „… – (acatech STUDY). Munich 2020[24] Lee, Y. O.; Jo, J.; Hwang, J.: Application of deep neural network and …”

doi.org/10.37544/1436-4980-2024-06

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