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Technische Textilien

Browse Volumes: Technische Textilien

Technische Textilien Volume 64 (2021) Issue 2 ISSN Online: 0323-3243

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Satyajeet B. Chaudhari, Bharat H. Patel, Aadhar A. Mandot Incessant and economical technique for in-situ preparation of metallicnano on/in polyester fabric S. 68-70

„… temperature 180 °C for 60 s. Fig. 2 shows the image and CCM color Fig. 4 Color difference values of Ag …” „… nano-loaded polyester fabric Fig. 3 SEM images of (a) normal polyester fabric and (b) in-situ synthesized …” „… shown in Fig. 3. The surface deposited nanoparticles are seen in the SEM image of the treated polyester …”

Tobias Petzold The finishing of textiles goes digital! S. 72-73

„… processing steps. Material consumption can be calculated in advance on the basis of the digital print data …” „… whereas the water is penetrating into to textile at hydrophilic areas). Fig. 5 Cross-sectional image of …”

doi.org/10.51202/0323-3243-2021-2

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wt Werkstattstechnik online

Browse Volumes: wt Werkstattstechnik online

wt Volume 110 (2020) Issue 06 ISSN Online: 1436-4980

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Herman Voigts, Rafael Hild, Andreas Feuerhack, Thomas Bergs Echtzeit-Bauteilprüfung beim Feinschneiden/Real-time quality analysis during fine blanking – Test rig for sheared part characterization using image processing and neural networks S. 382-388

„… sheared part characterization using image processing and neural networks The quality of the sheared …” „… image-processing methodology was investigated. A test rig was developed to investigate methods for automated image …” „… (2020) NR. 6 [7] Caggiano, A.; Zhang, J.; Alfieri, V. et al.: Machine learning-based image processing …”

doi.org/10.37544/1436-4980-2020-06

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VDI Wissensforum GmbH (ed.)

ELIV 2021

Series: VDI-Berichte

Volume 2384 2021

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K. Saad, A. Sligar, R. Kipp, J. Decker, D. Rey, S. M. Canta Ansys Real Time Physics Based Radar Simulation – An Enabler for Machine Learning in the Context of Autonomous Driving S. 83-94

„… used to replace some of the traditional radar signal processing algorithms. For example, in [5] the …” „… process hundreds of chirps over each Coherent Processing Interval (CPI). Fast Fourier Transformations …” „… (FFT) and several post processing algorithms are then applied to hundreds of samples from each …”

U. Bodenhausen Make AI Testing Meaningful – From Understanding to Mastering of AI Testing S. 151-162

„… Fine-tuning of hyperparameters, such as processing layers, processing parameters such as number of units …” „… processing layers or processing parameters such as number of units, activation functions, learning rates …” „… . o Example: The well-known data set for image recognition CIFAR-10 dataset consists of 60.000 images …”

S. Wonneberger, S. Balci Reliable Validation of Highly Automated Driving Functions by Increasing the Virtualization Level of High Performance Computing Platforms and Smart Sensors S. 17-28

„… AUTOSAR-compatible formats. While sensor raw-data processing like image processing is directly performed in the …” „… . With increasing software complexity, processing units (electronic control units, ECUs) get more and …” „… processing. Multi-processors on those platforms already exceeded the performance of other consumer …”

F. Rundo Perceptive Advanced Car-driver Drowsiness Monitoring Neuro-Embedded System S. 317-330

„… proper processing of the car driver’s PPG signal allows a robust and fast characterization of the driver …” „… novel and patented PPG signal processing called hyper-filtering and inspired by the well-known …” „… hyper-spectral approach usually applied to 2D images. The proposed approach is able to reliably determine the …”

K. Heurtefeux, M. Kumar, M. Cassol New Automotive E/E architecture and how TC4xx enables it – From domain-based to zone-based approach S. 429-434

„… VDI-Berichte Nr. 2384, 2021430 generally possess specific SoCs (e.g. for image or radar signal processing, AI …” „… consumption increase heavily the demand in new actuators and sensors, data processing capabilities, data …”

W. Huhn Adaptive Driving Beam [1] – The next mandatory Safety System? S. 389-394

„… high beam system consisting of a multipurpose camera, several additional sensor data, an image …” „… processing software, running on e. g. a body computer, a LED controller and a Matrix headlamp system. An …”

T. Fricke, F. Schuck, J. Vogelpoh, J. Ax, R. Stolpe, H. Amelunxen Collaborative Development of a Test Environment for Automated Driving S. 5-16

„… establishes the sensor specific electrical connections (e.g. GMSL, FPD-Link, CSI). Image generation for …” „… different parties is required (see section Organizational Set-up and Facilitators). For image or lidar …” „… parametrized by the tier 1 supplier. In addition, a post-processing interface is provided to manipulate the …”

J. Langkau, S. Wenz, T. V. Fernandez, L. Pullen, A. Tekavčič, N. Jezeršek, A. Wagner Electric Charge Lid – System components for future charge lid systems S. 475-488

„… and has a very low weight. The integrated processing unit can record the high information content of …” „… individual movements and gestures. With the help of corresponding signal processing, it is possible to …” „… charge port onto the ground next to the vehicle as shown on the following images. Fig. 12: Hella …”

K. Brand Shifting Left the development of Electric Vehicle Products, from System to Software S. 563-578

„… binary image, we can extract analysis and debugging views that cover end-to-end functionality of the …” „… requirements. The move to centralized processing architectures and higher compute power, will also …”

doi.org/10.51202/9783181023846

VDI Wissensforum GmbH - International Conference on Gears 2019

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VDI Wissensforum GmbH (ed.)

International Conference on Gears 2019

Series: VDI-Berichte

Volume 2355 2019

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B. H. Kien, D. Iba, Y. Ishii, Y. Tsutsui, N. Miura, T. Iizuka, A. Masuda, A. Sone, I. Moriwaki Vibration-based plastic gear crack detection system using a pre-learned convolutional neural network S. 1443-1452

„… learning provides useful tools for processing and analyzing big machinery data. This motivated us to …” „… as grayscale images for using a convolutional neural network (CNN). A pre-trained CNN, called VGG16 …” „… pre-learned from image data of ImageNet and relearned from the created images of vibration data with the …”

B. Gierl, D. Drummer spur gears S. 1367-1378

„… like Polytetrafluorethylen (PTFE) or external (downstream-processing) modifications, like radiation …” „… polymer with different processing settings. In this article, the effect of the external material …” „… . The paper contains a summary of all processing and radiation parameters with the resulting improved …”

M. Fromberger, S. Sendlbeck, M. Rothemund, J. Gotz, M. Otto, K. Stahl Comparing data sources for condition monitoring suitability S. 257-268

„… image shows the same mesh in a different position where two tooth pairs are in contact. The diagram …” „… below those two meshing images shows the course of mesh stiffness and LTE, with the two shown discrete …” „… . Data Acquisition and Signal Processing Acceleration signals are in practice often accompanied by …”

S. Detzel, Y. S. Krieger, M. F. Traeger, T. C. Lueth Design of gear surface models for 3D-printing of plastic gears S. 1401-1410

„… , limited surface accuracy and component properties usually have to be compensated by post-processing steps …” „… tooth head width , and its relation to the laser focus, b) REM image of teeth with a tooth head with …” „… lifespan and wear resistance of the gears is of less importance. The post-processing of additively …”

N. C. Ecke, A. K. Schlarb, J. Holler, Jan Niedermeyer, P. Klein Thermal simulation of anisotropic PEEK-based tribocomposites S. 1411-1420

„… for lightweight design, good dry-running capabilities and efficient processing methods, they can …” „… microscopy images. The components were then homogenized into the matrix by repeatedly using the Lewis-Nielsen …” „… orientational parameter proposed by Schladitz et al. [17] from the microscopy images. Representative volume …”

Y. Hawwari, J. Touzet, H. Andre, H. I. Cakar, I. Khelf, L. Alloin Ring gear tooth cracks detected using instantaneous angular speed: wind turbine application S. 1039-1052

„… gearbox. Ring gear #1 is damaged. VDI-Berichte Nr. 2355, 2019 1041 Fig. 2: Image of the cracked flank …” „… processing as a gear fault diagnosis tool seemed vey promising and as a novel tool it promises a gold mine …” „… under processing to make more assumptions through the correlation of all the set of designed indicators …”

R. Saito, K. Matsuo, Y. Suzuki Noise characteristics induced by micropitting formed on particle-based parkerized gears S. 69-78

„… . of testing. Also shown are scanning electron microscope (SEM) images of the places with the largest …” „… Processing Co., Ltd. for their assistance concerning the surface treatments and various analyses conducted …”

T. Sturmlinger, A. Comak, A. Albers, S. Gerdhenrichs, R. H. Schmitt Methodical analysis and selection of auto identification systems in the gear box manufacturing S. 1509-1520

„… a highresolution industrial camera. The captured image is converted into a characteristic bit …” „… processing steps. At the end of the pre-machining a DMC identification-label is placed on every part. In the …” „… entire manufacturing process. Below are examples of images which were taken during the study and are …”

B. Brodmann, H. Bodschwinna Scattered light measurement on worm gears with high efficiency requirements S. 1567-1578

„… the image plane are imaged in the same point at the focal plane. As a result, the light reflected by …” „… only on the last processing step, the surface quality. Figure 8 outlines the experimental setup for …”

doi.org/10.51202/9783181023556

Maren Awiszus - Game Content Generation from a Single Example

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Maren Awiszus

Game Content Generation from a Single Example

Series: Informatik/ Kommunikation

Volume 880 2023

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State of the Art S. 13-22

„… , which maps high dimensionalinputs like images to a low dimensional latent encoding, and a decoder,which …” „… reconstructs the original inputs from that low dimensional code.With autoencoders, unseen images could be …” „… latent space do not have to resultin meaningful decoded images. Using autoencoders as a base …”

Conclusion S. 105-110

„… generationof unseen samples, for example images, with a previously unattainablequality. Usually, training an ML …” „… researchthat aims to work in the low-data regime, going so far as to only need-ing one example image. As video …” „… Network. The method is based on SinGAN [121],which allows to generate new images of arbitrary sizes from a …”

Fundamentals S. 23-46

„… purposes. One such layer is the convolutional layer. This layer isdesigned with image processing in mind …” „… , which can be useful for further processing.When using convolutional layers, the values on one end of the …” „… information processing. These neurons are highlyinterconnected and use nonlinear activation to model complex …”

Bibliography S. 111-130

„… processing systems 20 (2007).Optimization for Machine Learning.[14] L. Breiman. Bias, variance, and arcing …” „… Processing Systems. Vol. 33. CurranAssociates, Inc., 2020.[16] G. J. P. de Carpentier and R. Bidarra …” „… . Bengio. “Generative AdversarialNets.” In: Advances in Neural Information Processing Systems. 2014.[38] J …”

Titelei/Inhaltsverzeichnis

„… , 57, 62, 75, 103, 105, 106GG Generative Grammars. 3–5GPU Graphics Processing Unit. 99IF Image …” „… Error. 28, 64, 66NLP Natural Language Processing. XII, XIV, 47, 79, 81, 84, 104, 106, 107NN Neural …” „… idea is based on SinGAN [121], whichuses this method to generate natural images. The structure of …”

Generating Super Mario Bros Levels with Toad-gan S. 47-76

„… usingmore than one input image and using masks to author certain aspects ofthe level are presented. This …” „… Term Frequency - Inverse DocumentFrequency (TF-IDF), a concept used in Natural Language Processing …” „… scale 0 uses the original image without downsampling.The training starts by using a noise map zN as the …”

Using Wor(l)d-gan to Generate 3d Minecraft Worlds S. 77-104

„… input volume just like a2D convolution would move along the two dimensions of an image.of version 1.16 …” „… Natural Language Processing (NLP).Word2vec uses an NN to learn similarities of words from a large …” „… the visualization of the generated samples is notas simple as tiling together predefined sprite images …”

doi.org/10.51202/9783186880109

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