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Malte Oeljeklaus - An Integrated Approach for Traffic Scene Understanding from Monocular Cameras

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Malte Oeljeklaus

An Integrated Approach for Traffic Scene Understanding from Monocular Cameras

Reihe: Verkehrstechnik/Fahrzeugtechnik

Band 815 2021

Treffer in den folgenden Teilen:

Summary, Conclusion, and Outlook S. 97-99

„… account. In order to cope with the computational constraints, an approach is followed that allows the …” „… the reconstruction of spatial object parameters based on constraints derived from the back projection …” „… constraint-based estimates could eventually be reconsidered. Furthermore, the obtained results clearly show the …”

Road Users from Bounding Box Detection S. 64-83

„… features • Matching features with offline created shape models • Utilization of constraints based on a back …” „… Bounding Box Detection When making use of constraints based on a back projection of the scene, the fact …” „… , backprojection constraints can only be used with further assumptions about the scene or by combining them with …”

Network Architecture for Multi-task Feature Sharing S. 28-37

„… constraints for a technically feasible network architecture. Generally, empirical results indicate a …” „… consequential tendency towards deeper architectures gives rise to an essential technical constraint, which is …” „… architectures as a matter of principle. Under this constraint, some of the general multi-task learning …”

„… constraint, as introduced by [Mou+17]. The works in [Liu+19b] and [Nai+19] somewhat relax the tight fit …” „… ] establish geometric constraints based on the backprojection of the bounding box centroid coordinates. [Li+19 …” „… ] presents an approach where the tight fit constraint is augmented by an additional orientation prediction …”

Titelei/Inhaltsverzeichnis

„… with the computational constraints, an approach is developed that allows for the simultaneous …” „… method for the reconstruction of spatial object parameters based on constraints derived from the …”

Multi-task Integration and Conclusive Experimental Analysis S. 84-96

„… } used for the individual tasks. This results in the same computational constraints as with the …” „… ). Once again, mainly the general shortcomings of the approach based on backprojection constraints are …”

Introduction S. 1-7

„… • Compliance with the computational constraints of embedded automotive hardware systems with respect to …”

Experimental Setup and Data Acquisition S. 20-27

„… ) + ν ( (K · R)−1 ñI 0 ) (3.2.8) As is obvious from these considerations, additional constraints have …”

Bibliography S. 115-142

„… 3D Object Detection With Closed-Form Geometric Constraints”. In: Proceedings of the 26th …”

doi.org/10.51202/9783186815125

Holger Meuel - Analysis of Affine Motion Compensated Prediction and its Application in Aerial Video Coding

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Holger Meuel

Analysis of Affine Motion Compensated Prediction and its Application in Aerial Video Coding

Reihe: Informatik/ Kommunikation

Band 865 2019

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ROI-based System for Low Bit Rate Coding of Aerial Videos S. 65-86

„… surveillance applications, more restrictive constraints may apply. It may become important to reduce the bit …” „… prede ned group of frames (GOF). Further on, based on geometric constraints, the projection of a frame …” „… geometrical constraints. Assuming a constant ight altitude and xed camera parameters for the current GOF …”

Introduction S. 1-10

„… constraints, the projection of a jointly estimated group of frames (GOF) is regularized. ¿ereby the radial …”

Basics S. 11-36

„… ratio (PSNR), for a given rate. If the rate-constraints cannot be complied, e. g. because the …”

doi.org/10.51202/9783186865106

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VDI Wissensforum GmbH (Hrsg.)

Automation 2017

Reihe: VDI-Berichte

Band 2293 2017

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S. Willmann, A. Gnad, L. Rauchhaupt Unified Assessment of Dependability of Industrial Communication S. 129-130

„… time constraint required by the tar-geted service, divided by the total number of sent network layer …”

doi.org/10.51202/9783181022931

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VDI Wissensforum GmbH (Hrsg.)

Automation 2018

Reihe: VDI-Berichte

Band 2330 2018

Treffer in den folgenden Teilen:

H. Elfahaam, F. Palm, C. Wagner, M. Azarmipour, U. Epple Redeployment in Industrie 4.0 S. 393-406

„… , stellt der Constraint Manager sicher, dass die Zustände der zu verschiebenden Komponenten synchronisiert …” „… . Durch die Koordinierung mit dem Boundary/Constraint Manager, kann der Component Manager die Leistung …” „… (Optimierung der Lastverteilung Netz/Knoten) und des Boundary/Constraint Managers, der sicherstellt, dass beim …”

P. Schubert, S. Stemmler, D. Abel Roboterbasierter Teststand zur assistierten Teleoperation teilautonomer Offshore Kräne S. 157-170

„… Communication, 2004, S.533-538 [6] Maciejowski, J. M.: Predictive control with constraints. Harlow: Pearson …”

T. Meyer, S. Munske, S. Weyer, V. Brandstetter, J. C. Wehrstedt, M. Keinan Classification of application scenarios for a virtual commissioning of CPS-based production plants into the reference architecture RAMI 4.0 S. 773-784

„… project addresses actual technological constraints through research and development activities focusing …”

V. Pazmino Betancourt, T. Glock, M. Kern, E. Sax, J. Becker Modellbasiertes Entwicklungswerkzeug für den Entwurf und die Analyse von angriffsresistenten Industrie 4.0 Systemen S. 729-744

„… wird das Framework Object Constraint Language (OCL) benutzt. Mit Hilfe dieses Frameworks werden die …”

doi.org/10.51202/9783181023303

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VDI Wissensforum GmbH (Hrsg.)

Automation 2019

Reihe: VDI-Berichte

Band 2351 2019

Treffer in den folgenden Teilen:

S. Weiß, B. Böhm, J. Vollmar, B. Caesar, A. Fay Modellierung von Fähigkeiten industrieller Anlagen für die auftragsgesteuerte Produktion S. 615-628

„… Einschränkungen, so genannten Constraints, modelliert. Dies ermöglicht die kompakte Repräsentation der …” „… Äste-übergreifende Constraints bedingt werden. Constraints werden als logische Aussagen verfasst. Ein Feature …” „… modelliert werden. Dies erfolgt mit Hilfe der Constraints. Bild 4 zeigt beispielhaft einen Ausschnitt …”

F. Diehm, J. A. Nagel, A. Höpfner, P. Barth Bedarfsgerechte Ablaufsteuerung in einem energieautarken Sensor S. 1071-1082

„… total energy consumption of the smart sensor, without violating time constraints and always adhering to …” „… communication and task scheduling for network-on-chip architectures under real-time constraints. Proceedings …” „… , J. et al.: Power-aware scheduling under timing constraints for missioncritical embedded systems …”

J. C. Wehrstedt, B. Groos, W. Klein, V. Malik, S. Rothbauer, M. Zeller, S. Weiß, B. Böhm, J. Brings, M. Daun, B. Caesar, A. Fay, C. Hung Koo, M. Vorderer A Seamless Description Approach for Engineering Methods Illustrated for Industrie 4.0 Scenarios S. 465-480

„… and constraints are placed on the context in form of scenarios as a refinement and formalization of …” „… cross-tree constraints specifying when a reconfiguration is needed. Simulation Model and Results This …” „… , constraints and possible variants. The PBB Simulation Model Generation and Execution automatically generates …”

A. Elkhashap, D. Abel, R. Meier Modelling and Control of a Continuous Vibrated Fluidized Bed Dryer in Pharmaceutical Production S. 159-174

„… ]. Eliminating the boundary conditions algebraic constraints after discretization (see [13]) reduces the model …” „… chosen. Moreover, the box constraints 25 T 90, 2 a 6, and 5 Q 30 were defined for the dryer inputs. The …”

Y. Zhou, M. Allmaras, A. Massalimova, T. Schenk, A. Sohr, J. C. Wehrstedt Assist System Framework for Production Priorization – Flexible Architecture to integrate Simulation in Run-Time Environment S. 27-40

„… constraints attached. For example, some products must be finalized earlier than other products. Some products …”

S. Malakuti, J. Schlake, C. Ganz, K. E. Harper, H. Petersen Digital Twin: An Enabler for New Business Models S. 807-820

„… can bring its own type definition, imposing the constraint on clients to conFig. and program …”

doi.org/10.51202/9783181023518

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