VDI Verlag eLibrary

Visual Motion Processing

Thomas Guthier

Reihe: Mess-, Steuerungs- und Regelungstechnik

Band 1251 2016

Treffer in den folgenden Teilen:

„… 116 6 Human Action Recognition The goal of the proposed FFNN is the classification of human …” „… classification performance is evaluated on two benchmarks for Human Action Recognition (HAR), the Weizmann [8 …” „… Human Action Recognition Figure 6.2: Example images for the nine classes, diving, kicking, weight …”

Introduction S. 1-11

„… during walking. The third category is scene understanding, for example human action recognition. The idea …” „… of human action recognition is to not only detect people or identify a specific person, but to get an …” „… Sports human action recognition dataset [88]. Fig. 1.4 depicts examples of the nine action classes …”

Bibliography S. 143-158

„… sparse coding for human action recognition. In Image Processing (ICIP), 2012 19th IEEE International …” „… statistics of spacetime ordered features for human action recognition. In Advanced Video and Signal-Based …” „… for human action recognition. Pattern Analysis and Machine Intelligence, IEEE Transactions on …”

Computational Model S. 12-25

„… well suited to contribute to biological motion recognition, because articulated human actions are …” „… to human action than to creature action, which is an indicator 2.1 Biological Motion Recognition in …” „… objects, whose recognition helps in classifying the displayed human action. Areas related to the …”

Titelei/Inhaltsverzeichnis S. I-XII

„… /VDI-Mitgliederpreis ¤ 55,80. Keywords: Human Action Recognition – Computational Neuro-science – Computer Vision …” „… . . . . . . . . . . . . . . . . 111 5.3.3 Relation to HOG/HOF Descriptor . . . . . . . . . . 113 6 Human Action Recognition 116 6.1 …” „… Recognition HAR Human Action Recognition HOG Histogram of Oriented Gradients HOF Histogram of Optical Flow HS …”

Conclusion S. 126-131

„… preserving ability of the VNMF patterns is what makes them useful during the classification of human actions …” „… human actions. While both, the static as well as the dynamic patterns, can achieve reasonable results …” „… pose-sequence, which is true for human actions, such as walking, running and kicking. Another specialty of the …”

Feature Extraction S. 89-115

„… actions, it is natural to learn the patterns on a human action recognition dataset. Here a subset of the …” „… Weizmann human action recognition dataset [8] is chosen. The subset contains 4 persons performing 4 …” „… extract spatio-temporal features for human action recognition. They show that the learned pattern features …”

Sparse Non-Negative Linear Dynamic Systems S. 137-142

„… results of the sNN-LDS algorithm for varying number of basis vectors J for human action recognition are …” „… due to a common basis vector set W̄ . However, this assumption might not hold, e.g. for human actions …” „… , where the actions can be defined by consecutive poses. By adding transitions between the activations …”

Bag of Words S. 132

„… 132 A Bag of Words The Bag of Words (BOW) method for human action recognition as introduced in [94 …”

Optical Flow Estimation S. 58-88

„… information for a variety of tasks, such as the recognition of human actions, gestures or face expressions …” „… highly optmized algorithms, e.g. [98], are not easy applicable to human action recognition datasets …” „… brow raise) during the fear sequence (small purple patterns). 4.5.2 VNMF-OFE for Human Actions To …”

doi.org/10.51202/9783186251084

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Object Detection using Feature Mining in a Distributed Machine Learning Framework

Arne Ehlers

Reihe: Informatik/ Kommunikation

Band 855 2017

Treffer in den folgenden Teilen:

Introduction S. 1-15

„… human action recognition. The proposed framework is evaluated on the well-known, publicly available KTH …” „… machine learning datasets, and three datasets for human action recognition. [18] Florian Baumann and …” „… Arne Ehlers and Bodo Rosenhahn, Motion Binary Patterns for Action Recognition, 3rd International …”

Bibliography S. 138-152

„… binary patterns applied to action recognition. In 11th IEEE International Conference on Advanced Video …” „… Applications (MVA), 2015. [19] F. Baumann, A. Ehlers, B. Rosenhahn, and J. Liao. Recognizing Human Actions …” „… Vision and Pattern Recognition (CVPR), 2010. [149] X. Wang, T. X. Han, and S. Yan. An HOG-LBP human …”

doi.org/10.51202/9783186855107

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Learning-Based Inverse Dynamics for Human Motion Analysis

Petrissa Zell

Reihe: Informatik/ Kommunikation

Band 877 2022

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Bibliography S. 130-152

„… Josh Pritchard. “Guided WeakSupervision for Action Recognition with Scarce Data to Assess Skills of …” „… Luc Van Gool. “UntrimmedNets forWeakly Supervised Action Recognition and Detection.” In: Proceedings …” „… for Action Recogni-tion in Untrimmed Videos with Weak Supervision.” In: Proceedings of the …”

Related work S. 15-22

„… identification based on gait [75, 77] and action recognition[117, 131]. For example, it is possible to …” „… reduced supervision in the broader field of human motion analysis(2.3).2.1 inverse dynamics by physical …” „… simulationThe study of human movement has a very long tradition in human history. As a formof art it already …”

doi.org/10.51202/9783186877109

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Automation 2017

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2293 2017

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J. Berg, C. Richter, G. Reinhart Aufgabenorientierte Programmierung für die Mensch- RoboterKooperation – Integration einer Tätigkeitserkennung in die aufgabenorientierte Programmierung S. 33-34

„… approach for a task-oriented programming system which includes an action recognition for the human actions …” „… during operation. Thus, the human actions can be recognized in order to start the robots action on the …” „… human-robot-cooperation is subject of several works. In order to make the application of robots more flexible, the …”

doi.org/10.51202/9783181022931

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Human Motion Capture with Sparse Inertial Sensors and Video

Timo von Marcard

Reihe: Informatik/ Kommunikation

Band 866 2020

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Bibliography S. 107-120

„… human pose recognition in parts from single depth images. In Proc. of Conference on Computer Vision and …” „… Bibliography [1] Bodo Rosenhahn, Reinhard Klette, and Dimitris Metaxas. Human Motion. Springer …” „… reprojection network for 3d human pose estimation. In Proceedings of the 2019 Conference on Computer Vision and …”

doi.org/10.51202/9783186866103

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Mensch-Maschine-Mobilität 2019

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2360 2019

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M. Martin, M. Voit, J. Ludwig, A. Roitberg, M. Flad, S. Hohmann, R. Stiefelhagen Innenraumbeobachtung für die kooperative Übergabe zwischen hochautomatisierten Fahrzeugen und Fahrer S. 67-80

„… . Xu, M. Yang, und K. Yu, „3D convolutional neural networks for human action recognition“, IEEE Trans …” „… , D. Xu, und G. Wang, „Spatio-temporal lstm with trust gates for 3d human action recognition“, in …” „… convolutional networks for action recognition in videos“, in Advances in neural information processing systems …”

U. Drewitz, K. Ihme, M. Oehl, F. Schrödel, R. Voßwinkel, F. Hartwich, C. Schmidt, A.-A. Pape, T. Fleischer, S. Cornelsen, A. Lüdtke, D. Gräfing, A. Trende Automation ohne Unsicherheit: Vorstellung des Förderprojekts AutoAkzept zur Erhöhung der Akzeptanz automatisierten Fahrens S. 1-20

„… aktuellen Bedarf für Anpassungen des Systemverhaltens (Fahrstil, Interieur, Human-Machine-Interface (HMI …” „… . Carsten und M. H. Martens, „How can humans understand their automated cars? HMI principles, problems and …” „… Intelligent User Interfaces That Mimic Human Behavior,“ Multimodal Technologies and Interaction, pp. 1-16 …”

doi.org/10.51202/9783181023600

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Algorithmik und KI für moderne Robotterapplikationen – ein Überblick

Christian Brecher (Hrsg.), Werner Herfs (Hrsg.), Oliver Petrovic (Hrsg.), Jörg Krüger, Eckart Uhlmann, Armin Lechler, Alexander Verl, Oliver Riedel

Reihe: Fertigungstechnik

Band 710 2023

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J. Kuschan, J. Krüger KI gestützte Steuerung von softrobotischen Exoskeletten in der Überkopfmontage durch Bewegungs- und Müdigkeitserkennung S. 22-31

„… des Arbeiters anzeigen. Dies wird in den folgenden Kapiteln beschrieben. 4 Human Action Recognition …” „… für industrielle Anwendungsfälle Im Bereich von Human Action Recognition (HAR) wurden bereits viele …” „… ., Krüger J. (2022) "Inertial Measurement Unit based Human Action Recognition Dataset for Cyclic Overhead …”

Titelei/Inhaltsverzeichnis S. 1-11

„… Action Recognition für industrielle Anwendungsfälle ................................15 5 Automatisierte …” „… Soft-robotischer Exosuit zur Kraftunterstützung....................................................13 4 Human …”

doi.org/10.51202/9783186710024

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LAND.TECHNIK AgEng 2019

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2361 2019

Treffer in den folgenden Teilen:

C. Campanella, K. Huber, G. Monacelli, L. Ungaretti, M. D’Orazio, G. Scotto di vetta, M. Peruzzini, F. Grandi Ergonomic and compact armrest of agricultural tractors – Innovative methods to design an ergonomic armrest S. 243-252

„… Area Network) data collection for analyses of the human inter-action with the control devices and …” „… and maximum comfort, minimizing the risk of human error caused by excessive fatigue. The aim of the …” „… of Ergonomics and Human Machine Interface (HMI) principles, shifting the focus from how a machine …”

M. Sax, R. Latsch, T. Anken, V. Moser, P. Krummenacher Automated site-specific overseeding of grassland S. 165-228

„… explore many undesirable actions. Therefore, we first trained the policy offline to imitate a human …” „… site-specific sowing capabilities. It detects gaps in grassland swards by means of image recognition. If a gap …” „… : Tractor with camera in front and seeder at the back+ Image recognition system An image recognition …”

S. Lorenz, H. Wanta, J. Krzywinski, T. Herlitzius FELDSCHWARM©-UI: A User Interface for Controlling Swarm Technology S. 253-264

„… operation scenarios, which lead to different Human Machine Interfaces (HMI). This paper describes both …” „… positioning, object recognition and system controls is quite advanced, mechanical failures and unidentified …” „… obstacles still inevitably lead to a machine stop, which makes human interventions necessary. Fig.1 …”

T. Oksanen, R. Soitinaho, J. Huuskonen, V. Vayrynen Autonomous tractors harrowing and sowing simultaneously S. 159-164

„… . Introduction One of the main challenges in robotic arable farming is related to human appearance in the field …” „… compared to a human operated system. However, in some operations multiple vehicles are needed in the same …” „… human is able to look after more than one robotic vehicle in the same field, the overall efficiency …”

doi.org/10.51202/9783181023617

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Prediction based activation of vehicle safety systems – A contribution to improve occupant safety by validation of pre-crash information and crash severity plus restraint strategy prediction

Gerald Sequeira

Reihe: Verkehrstechnik/Fahrzeugtechnik

Band 817 2022

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Introduction S. 1-7

„… specifically from Germany indicate difficulty to meetthe target for the year 2020.Apart from the loss of human …” „… Vision-Zero, i.e. zero deaths due to road fatalities [26]. Most of theaccidents (over 90%) are caused by human …” „… with fatalities in Germany. The natural limits to the human ability ofperception, information …”

State of the Art S. 8-25

„… action, such as the activation of irreversible safety systemslike airbags.Sensors are one of the most …” „… decision on therequired safety action is taken. Table 2.1 shows the comparison of the various crashsensors …” „… environment similar to the human eye. A simple camera consists of threeunits, namely, lens, image sensor, and …”

Crash Severity and Restraint Strategy Prediction S. 88-122

„… prediction is a vital part of this system, especiallysince the decision about the safety action for reducing …” „… matrix containsinformation about the action required for all the restraint systems equipped inthe …” „… tissues and organs leadingto damage to the cells.• Human body consists of a large number of internal …”

References S. 126-162

„… / DepatisNet / depatisnet ?action=bibdat&docid=DE102018200604A1.[2] G. Sequeira, R. Lugner, U. Jumar, and T …” „… self-powered flexible sensor for human sleep monitor-ing,’ Sensors (Basel, Switzerland), vol. 18, no. 6, 2018 …” „… , ‘A smart glove with integrated triboelectric nanogenerator for self-powered gesture recognition and …”

doi.org/10.51202/9783186817129

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Expressive Personalized 3D Face Models from 3D Face Scans

Stella Graßhof

Reihe: Informatik/ Kommunikation

Band 868 2020

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Literature S. 189-198

„… . Thalmann, L. Tian, and F. Yao. Nadine: A Social Robot that Can Localize Objects and Grasp Them in a Human …” „… . Popović. The Space of Human Body Shapes: Reconstruction and Parameterization from Range Scans. In: ACM …” „… . I. Parke. A Model for Human Faces That Allows Speech Synchronized Animation. In: Proceedings of the …”

Introduction S. 1-14

„… 1 1 Introduction Reconstruction, animation and analysis of human faces has a long history. Starting …” „… with various facial reconstructions by drawings and sculptures of humans thousands of years ago, the …” „… technical possibilities of today offer very detailed portrayals of human faces in 2D and 3D, both static and …”

doi.org/10.51202/9783186868107

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wt Werkstattstechnik online

Alle Ausgaben: wt Werkstattstechnik online

wt Jahrgang 97 (2007) Heft 9 ISSN Online: 1436-4980

Treffer in den folgenden Teilen:

M. F. Zäh, M. Wiesbeck, F. Engstler, F. Friesdorf, A. Schubö, S. Stork, A. Bannat, F. Wallhoff Kognitive Assistenzsysteme in der manuellen Montage* S. 644-650

„… , 11.09.–14.09.2005. IEEE. pp. 606-609 [21] Wallhoff, F.; Zobl, M.; Rigoll, G.: Action Segmentation and Recognition …” „… (Adaptive Cognitive Inter-action in Production Environments) die Einbindung kognitiver Sys-teme in zurzeit …” „… human behavior. Cognition, Technology & Work (2003) No. 5, pp. 140-151 [8] Hoc, J. M.: Towards a …”

doi.org/10.37544/1436-4980-2007-9

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Entwicklung eines kontextsensitiven, modularen Assistenzsystems für manuelle Tätigkeiten

Patrick Bertram

Reihe: Mensch-Maschine-Systeme

Band 40 2020

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Literatur S. 153-170

„… human action in time-sequential images using hidden markov model. In: Proceedings 1992 IEEE Computer …” „… activity recognition to situation-based annotation management at mobile assembly workplaces. In …” „… : Proceedings of the 2nd international Workshop on Sensor-based Activity Recognition and Interaction. S. 15 …”

doi.org/10.51202/9783186040220

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

Felix Konstantin Kuhnke

Reihe: Informatik/ Kommunikation

Band 883 2023

Treffer in den folgenden Teilen:

Bibliography S. 111-128

„… 16th IEEEInternational Conference on Automatic Face and Gesture Recognition(FG 2021). 2021, pp. 01–08 …” „… Classification.” In: Proceedingsof the IEEE/CVF Conf. on Computer Vision and Pattern Recognition(CVPR). June …” „… RecognitionWorkshops, CVPR Workshops 2022, New Orleans, LA, USA, June19-20, 2022. IEEE, 2022, pp. 4977–4987.128 …”

Fundamentals S. 11-30

„… estimation, or action recognition from imagesor videos.With the success of deep learning for image-related …” „… . It is used for human behavior analysis, human-computer inter-action, and facial animation capture. An …” „… recognition, natural lan-guage processing like sentiment analysis, or object detection in images.In all of …”

doi.org/10.51202/9783186883100

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Autoreg 2019

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2349 2019

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D. Augustin, J. Schucker, J. Tschirner, M. Hofmann, U. Konigorski A Simulation-Based Reinforcement Learning Approach for Long-Term Maneuver Planning in Highway Traffic Scenarios S. 47-60

„… Abstract Anticipatory planning and experience form the basis of human decision making in road …” „… known as Q-learning. In order to support interpretability, the action-value function is approximated …” „… with human drivers who predominate today’s road traffic. Thus, both tactical maneuver decision making …”

doi.org/10.51202/9783181023495

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Automation 2023

VDI Wissensforum GmbH (Hrsg.)

Reihe: VDI-Berichte

Band 2419 2023

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G. Ghasemi, D. Braun, N. Jazdi, M. Weyrich, S. Holtkotte, N. Richter, J. Birk A data-driven approach to analyze industrial process alarms using the association analysis method S. 777-790

„… historical alarm data easier. For this purpose, alarm data and operator actions are analyzed to obtain …” „… process data, system data, and operator actions are visualized in a tree presenting the alarm sequences …” „… operator actions and alarm messages but also the prediction of the final action for similar future alarm …”

C. Song, K. Kornmeier, M. Gärtler Unsupervised Learning of Batch Production Steps based on Toeplitz Inverse Covariance S. 791-804

„… retrospective labeling by domain experts is a labor-intensive and time-consuming task that can introduce human …” „… ], human activity data [10], and financial datasets [11]. We will demonstrate the effectiveness of TICC on …” „… to deal with batch production step recognition by using graphical model representation. This method …”

doi.org/10.51202/9783181024195

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