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Felix Konstantin Kuhnke - Unsupervised Domain Adaption for Real-World Head Pose Estimation from Synthetic Data

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Felix Konstantin Kuhnke

Unsupervised Domain Adaption for Real-World Head Pose Estimation from Synthetic Data

Series: Informatik/ Kommunikation

Volume 883 2023

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Bibliography S. 111-128

„… IEEE Winter Conferenceon Applications of Computer Vision (WACV). IEEE. 2023.[2] F. Kuhnke, L. Rumberg …” „… : Proceedings of the IEEE/CVF international conference oncomputer vision. 2019, pp. 10033–10042.[4] R. Danecek …” „… : IEEE/CVF Confer-ence on Computer Vision and Pattern Recognition, CVPR 2022, NewOrleans, LA, USA, June 18-24 …”

Publications of felix konstantin kuhnke S. 129-136

„… con-tinuous label spaces.” In: Proceedings of the IEEE/CVF InternationalConf. on Computer Vision. 2019, pp …” „… Features for Facial Expression Intensity Estimationover Time.” In: Computer Vision and Pattern Recognition …” „… Structure from Facial Motion.” In: 15th IAPR Interna-tional Conference on Machine Vision Applications (MVA …”

Evaluation S. 61-98

„… occur often in computer vision is thatthe community reports results in the same evaluation metrics but …” „… calibration we applied to create Biwi+, to movebetween camera coordinate systems. With Biwi+ and a …”

doi.org/10.51202/9783186883100

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MY FACTORY

Browse Volumes: MY FACTORY

MFA Volume 65 (2024) Issue 03 ISSN Online: 2747-7096

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Nachrüstbare Vibrationsmesslösung für routierende Maschinen: Funkbasierte Zustandsüberwachung S. 40

„… security, Loading technologies and Door systemsLadungssicherung / Load securityFlurförderzeuge, Batterie …” „… production and logistics systems?Robust processes for a minimum investment10:00–10:50 AMModerated by: Prof …” „… elektronischen Systemen, zur Veröffentlichung in Datennetzen sowie Datenträger jedweder Art, wie z. B. die …”

doi.org/10.51202/2747-7096-2024-03

Bernhard Geringer, Hans-Peter Lenz - 41. Internationales Wiener Motorensymposium 22.-24. April 2020

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Bernhard Geringer (ed.), Hans-Peter Lenz (ed.)

41. Internationales Wiener Motorensymposium 22.-24. April 2020

Series: Verkehrstechnik/Fahrzeugtechnik

Volume 813 2020

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Toshihiro Hirai Nissans Herausforderung als klimaneutraler Marktführer/Nissan's Challenge as Carbon Neutral Leader

„… Electric Vehicles) which is a major pillar supporting this longterm vision. Nissan led the automotive …” „… “e- POWER” systems in vehicles such as “NOTE e-POWER” and “SERENA e-POWER”. Towards carbon neutral …” „… diese langfristige Vision unterstützt. Nissan führte die Automobilindustrie mit dem weltweit ersten …”

H. Petzold, O. Markovic Die Zukunft gehört dem Digital Twin - Wie Mercedes-Benz im agilen Modus die Digital Twins erschafft /The Future Belongs to the Digital Twin - How Mercedes-Benz Creates the Digital Twins in an Agile Mo...

„… Mercedes-Benz Programm PDM2020 aufgesetzt, dessen Ziel es ist, bis Ende 2020 die Vision des Digital Twins zu …” „… parallel zur physischen Welt digital als Modell abgebildet. Der Digital Twin vernetzt alle Systeme …” „… erforderlichen Systeme und Tools im Hinblick auf zukünftige Herausforderungen angepasst. In agiler Arbeitsweise …”

E. Kimura, K. Aikawa, D. Yasuda, H. Saeki, T. Brachmann, S. Barth Herausforderung einer nachhaltigen Dekarbonisierung des Mobilitatssektors und der Gesellschaft: Honda's Multi-Pathway Konzept mit elektrifizierten Antriebstechnologien Challenge for Sustainable Carbon...

„… transformation with electrification and de-fossilization. Honda announced its 2030 vision with “Serve people …” „… Mobilitätssektors in ein elektrifiziertes, de-fossilisiertes Zeitalter. Hondas‘ 2030 Vision strebt die …” „… vision 2030 and Honda’s responsibility for the customers In such situation, Honda has set “Triple Zero …”

Titelei/Inhaltsverzeichnis

„… , CAE CAQ, CIM . . . ) 21 Elektrotechnik 22 Mensch-Maschine-Systeme 23 Technische Gebäudeausrüstung ISBN …” „… Testing Systems – View to the Future Abstract: This two-volume report makes the presentations of the 41st …” „… industry and innovative testing systems. Among others, the work examines the above-mentioned topics. The …”

J. Schrof, K. Paetzold Agile Produktentwicklung in einer zunehmend dynamischen Automobilwirtschaft: Potentiale und Grenzen /Agile Product Development in an Increasingly Dynamic Automotive Industry: Potentials and Limits

„… werden. Die VDI 2221 Methodik zum Entwickeln und Konstruieren technischer Systeme und Produkte [6 …” „… Konzepte, Systeme und Architekturen entsprechend anzupassen. Diese Notwendigkeit widerspricht dem …” „… die gemeinsame Vision und einheitliche Sprache. Die Verwendung der Artefakte sowie die gemeinsame …”

Z. J. Sroka, Z. Sadlak Einhaltung der CO2-Emissionsnormen als Herausforderung für eine thermische Aktivierung der Verbrennungskammern in Verbrennungsmotoren /CO2 Emission Standards as a Challenge for the Thermal Activation ...

„… bill on the market. Additionally, rebate and facilitation systems are being developed, e.g. in …” „… field of known combustion chamber systems, the automotive industry has certainly already tested their …” „… chamber systems is presented in Figure 3. Fig. 3. Thermodynamic systems of piston chambers of heat …”

R. Illenberger, H. Saß, N. Bausewein, T. Wüllner, M. Noack, S. Wolf, C. Dewald, J. Bazlen, C. Klasen Supersportwagen in der Kompaktklasse; der stärkste in Großserie hergestellte Vierzylinder der Welt, made in Affalterbach /Super Sports Cars in the Compact Class; the World’s Most Powerful Fourcylinder...

„… beide Systeme erhält sowohl die Vorteile der Direkteinspritzung (Klopfminderung, Nachladeeffekte) als …” „… Umsetzung von Industrie 4.0 verfolgt auch die AMG Manufakturfertigung die Vision der smarten Produktion …”

doi.org/10.51202/9783186813121

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f+h

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FUH Volume 74 (2024) Issue 1-2 ISSN Online: 2747-8130

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Linde MH und TH Aschaffenburg arbeiten am autonomen Outdoor-Stapler - Der Realität ein Stück weit nähergekommen S. 34-35

„… security, Loading technologies and Door systemsLadungssicherung / Load securityFlurförderzeuge, Batterie …” „… production and logistics systems?Robust processes for a minimum investment10:00–10:50 AMModerated by: Prof …” „… Aschaffenburg (TH AB) die Ergebnisse des Forschungsprojekts „KAnIS – Kooperative Autonome Intralogistik Systeme …”

Movu Robotics erhält renommierten "Supply Chain Excellence Awards 2023" - Dematra-Projekt: Ein Beispiel für die Zukunft der Lagerhaltung S. 20

„… 20 f+h 2024/01-02 www.foerdern-und-heben.dePRODUKTE UND SYSTEME02 Wichtige Elemente im für den …” „… auf ein neues Niveau hebt. Das Projekt ist ein Beispiel für die Vision un-seres Tochterunternehmens …” „… elektronischen System-en, zur Veröffentlichung in Datennetzen sowie Daten-träger jedweder Art, wie z. B. die …”

doi.org/10.51202/2747-8130-2024-1-2

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VDI Wissensforum GmbH (ed.)

ELIV 2023

Series: VDI-Berichte

Volume 2423 2023

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Titelei/Inhaltsverzeichnis

„… 210 mmContent Automated Driving – SystemsCriticality driven data acquisition in autonomous driving …” „… Traffic Systems Technology (FVT)www.vdi.de/fvtPreflight Lx3 am September 25, 2023 | 09:37:51 | 148 mm x …” „… Design Better Cars 39A. Beyfuß, M. Wirtz, T. Hein, J. Feng, Bose Automotive Systems, Framingham, MA …”

M. Pfeifle, N. Zeller, A. vom Felde Combining ADAS and SD Maps for Augmented Reality Guidance S. 135-148

„… : Vision cameras offer redundancy in perception systems. Multiple cameras can be installed to ensure fault …” „… in scope of today’s systems. VDI-Berichte Nr. 2423, 2023 139Vision system that analyze single frames …” „… : Adverse Weather and Low-Light Conditions: Vision camera-based perception systems may face challenges in …”

Z. Bassi, P. Gulden Using Radar and Vision Fusion for Improved Low-light Pedestrian Detection S. 113-132

„… Using Radar and Vision Fusion for Improved Low-light Pedestrian Detection Dr. Zorawar Bassi, Dr …” „… becoming a critical design requirement in automotive safety systems. The reasons are multi-fold, such as …” „… vary widely. We present some results from combining radar and image (vision) sensors, using low-cost …”

K. Eliasch, Dr. P. Friedel, D. Li, D. Shan Cooperative Perception Services to Improve the Safety of Road Users S. 347-364

„… , Dick; Janssen, Wiel H.: Behavioural impacts of Advanced Driver Assistance Systems–An Overview. European …” „… use cases to extend the detection range of existing vehicle perception systems, like Radar sensors …” „… human errors[ 2 ]. Unfortunately, although modern ADAS and AD systems can increase individual safety …”

F. Mayer, J. Apelt, R. Münzenberger, F. Kraft, C. Winkler Event-Chain-Focused Development of System Architectures Makes Complex Systems Manageable S. 645-662

„… ] INCOSE TP-2004-004-02:2007. SYSTEMS ENGINEERING VISION 2020. https://sdincose.org/wp-content/uploads …” „… Event-Chain-Focused Development of System Architectures Makes Complex Systems Manageable Dipl …” „… productivity-complexity gap [2], [3]. 1.1 Drivers of Complexity for Automotive Systems In the context of this study, the …”

G. Shirasat, T. Dannemann Snapdragon Ride Flex SoC: The central compute solution that’s bringing the SDV vision to reality S. 253-266

„… Snapdragon Ride Flex SoC: The central compute solution that’s bringing the SDV vision to reality A …” „… mixed criticality, which are primarily a means to an end for achieving the SDV vision. Before going into …” „… Software-Defined-Industrial Systems — and, now, Software-Defined-Vehicle (SDV). Image 1 describes an abstract view of what a …”

M. Bornemann, F. Baumann Sustainable Software Development for Cloud-Native Vehicles S. 519-532

„… achieve this new vision of in-vehicle software development are available today and are in use in other …” „… industries. But to make the vision a reality, stakeholders in the automotive world must come together to …” „… operating systems such as Linux or Wind River VxWorks will not run on these microcontrollers, as they don’t …”

H. Bastian An Approach to Digital Lifecycle Management as a Service S. 443-446

„… to manage the entire lifecycle of digital assets, data, and systems within an organization. It …” „… . Modern vehicles encompass a multitude of interconnected digital systems. The integration of these diverse …” „… systems presents challenges in terms of development, testing, validation, and ongoing maintenance. This …”

S. K S, Tata Elxsi, N. Velinov Software-Defined Vehicle: Combining Real-Time Safety Critical Functions with Cloud Connectivity S. 543-558

„… to accommodate the SDV vision. The Electronic Control Unit topology must transition from a …” „… functional safety for software is required for these systems. That is the focus of this paper. This paper …” „… production systems, it is most likely that there will be only one data path to a unified cloud backend. The …”

S. Choi An evolutionary approach to commercializing autonomous vehicles S. 673-676

„… systems for the future Sunny Choi, Plus, Munich Abstract Plus, a software startup headquartered in …” „… autonomous driving software uses the latest advances in generative AI, machine learning, computer vision, and …”

X. Wang, A. Hübner, K. Weishaupt, K. Chung Validation and Interpretation of Neural Networks: DNN-Based Object Detection as an Example S. 419-436

„… LiDAR sensors will most likely be implemented for advanced driver assistance systems (SAE levels 2 and 3 …” „… autonomous driving in the future [4]. VDI-Berichte Nr. 2423, 2023 419In the context of computer vision …” „… of these types of systems [5]. Therefore, our focus has been on the research and development of …”

C. Hübscher, R. Geppert Addressing the challenge of “integrating everything” S. 589-598

„… maturity. In the end it should be possible to address risks in systems (of systems) engineering, to …” „… selected regulatory requirements. As a guideline, we use good systems engineering principles to show both …” „… the vision and intention of an integrated approach, which can also be used as measurement yardstick …”

T. Hinzmann Achieving Ubiquitous Connectivity for Future Vehicles S. 331-346

„… technology approaches discussed for the connectivity systems of future vehicles can ensure ubiquitous …” „… and streaming) as well as serving V2X communication with the overall vision of zero accidents serving …” „… error rate. By boosting the capacity of radio frequency (RF) systems, MIMO creates a more stable …”

F. Kraemer Development and Testing Autonomous Vehicles (AV) at Scale S. 149-158

„… assistant systems. Engineers need new capabilities and smarter ways to store, classify and analyse data – so …” „… they can reduce data bottlenecks and spend their time on optimising ADAS/AD systems. Smarter Data …” „… or even entire systems in the field of driver assistance and automated driving, it is essential to …”

Y. Duhr New EE Architecture – MB.OS 1.0, the digitalization of the E/E architecture of Mercedes-Benz S. 321-330

„… is why our vision is an E/E architecture which enables that a customer request is on the market in 3 …” „… digitalization of the production facilities through the use of e.g. embedded systems, intelligent software …” „… systems, and connection to the cloud. With the 4th industrial revolution the production is able to react …”

P. Laufer Estimation of Gender and Age of Vehicle Occupants Using Deep Learning S. 27-38

„… Fahrzeugsicherheit GmbH & Co. KG, Munich Abstract In today's vehicles, restraint systems are designed mainly for the …” „… personalized restraint systems. In this work, we propose a CNN-based approach to estimate age and gender across …” „… systems to maximize protection for all occupants. 2. Crash Safety Requirements The "Hybrid III 50% Male …”

D. Cotterle, M. Hofmann How to Improve EV Battery Cell Quality – Making Test a Competitive Advantage S. 211-222

„… prevalent in battery cell manufacturing, robotic systems with cameras and computer vision algorithms can …” „… testing electromechanical systems, but batteries also comprise chemistry. This introduces an additional …” „… tools. It emphasizes the integration of disparate systems, tools, and data sources for seamless …”

L. Li, M. Schlecker, T. Zipper AI-Based Energy Management of Next Generation Architectures S. 391-404

„… transformative approach divides the vehicle's E/E systems into distinct zones, ushering in a new era of energy …” „… architecture, emphasizing its impacts on the energy management systems of modern vehicles. One of the central …” „… , we pave the way for energy-efficient and highly adaptive systems that not only enhance vehicle …”

P. Dreiseitel, D. Yesilbas Generative Artificial Intelligence – How AI Models Change the Way We Develop Automotive Products S. 405-418

„… assistance systems to implementing AI-based quality control measures, the applications are myriad. However …” „… implications for many fields, not least the design of engineering systems such as printed circuit boards or …” „… complex multi-physical systems. VDI-Berichte Nr. 2423, 2023 405One of the sectors most poised for …”

T. Löhr, B. Bauer Supply chain security risks of software driven products S. 479-496

„… cyberattacks on suppliers' systems, insertion of malware or backdoors into products, or tampering with physical …” „… supplier's systems can directly affect downstream organizations. For example, if a supplier's data is …” „… operations by infecting systems, encrypting data, and demanding ransom payments. Such attacks can lead to …”

A. Beyfuß, M. Wirtz, T. Hein, J. Feng, P. Crowther, O. Forrest QuietComfort Road Noise Control – Helping Carmakers Design Better Cars S. 39-60

„… , Travis Hein, John Feng, Bose Automotive Systems, Framingham, MA, USA; Philip Crowther, Oliver Forrest …” „… re-optimize and improve car suspension & chassis systems from the wheels up via the use of active sound …” „… designed to help carmakers realize their vision. By applying active solutions to mechanical problems, ASM …”

doi.org/10.51202/9783181024232

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