Proceedings Of The 2019 Joint Workshop Of Fraunhofer Iosb And Institute For Anthropomatics Vision And Fusion Laboratory

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Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory

Author : Beyerer, Jürgen,Zander, Tim
Publisher : KIT Scientific Publishing
Page : 170 pages
File Size : 45,7 Mb
Release : 2020-10-23
Category : Computers
ISBN : 9783731510284

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Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory by Beyerer, Jürgen,Zander, Tim Pdf

In 2019 fand wieder der jährliche Workshop des Fraunhofer IOSB und des Lehrstuhls für Interaktive Echtzeitsysteme des Karlsruher Insitut für Technologie statt. Die Doktoranden beider Institutionen präsentierten den Fortschritt ihrer Forschung in den Themen Maschinelles Lernen, Machine Vision, Messtechnik, Netzwerksicherheit und Usage Control. Die Ideen dieses Workshops sind in diesem Buch gesammelt in der Form technischer Berichte. - In 2019 again, the annual joint workshop of the Fraunhofer IOSB and the Vision and Fusion Laboratory of the Karlsruhe Institute of Technology took place. The doctoral students of both institutions presented extensive reports on the status of their research and discussed topics ranging from computer vision and optical metrology to network security, usage control and machine learning. The results and ideas presented at the workshop are collected in this book in the form of technical reports.

Proceedings of the 2022 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory

Author : Beyerer, Jürgen,Zander, Tim
Publisher : KIT Scientific Publishing
Page : 140 pages
File Size : 40,8 Mb
Release : 2023-07-05
Category : Electronic
ISBN : 9783731513049

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Proceedings of the 2022 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory by Beyerer, Jürgen,Zander, Tim Pdf

In August 2022, Fraunhofer IOSB and IES of KIT held a joint workshop in a Schwarzwaldhaus near Triberg. Doctoral students presented research reports and discussed various topics like computer vision, optical metrology, network security, usage control, and machine learning. This book compiles the workshop's results and ideas, offering a comprehensive overview of the research program of IES and Fraunhofer IOSB.

Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory

Author : Beyerer, Jürgen,Zander, Tim
Publisher : KIT Scientific Publishing
Page : 242 pages
File Size : 54,5 Mb
Release : 2022-07-05
Category : Computers
ISBN : 9783731511717

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Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory by Beyerer, Jürgen,Zander, Tim Pdf

2021, the annual joint workshop of the Fraunhofer IOSB and KIT IES was hosted at the IOSB in Karlsruhe. For a week from the 2nd to the 6th July the doctoral students extensive reports on the status of their research. The results and ideas presented at the workshop are collected in this book in the form of detailed technical reports.

Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory

Author : Beyerer, Jürgen,Zander, Tim
Publisher : KIT Scientific Publishing
Page : 192 pages
File Size : 44,5 Mb
Release : 2021-06-22
Category : Computers
ISBN : 9783731510918

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Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory by Beyerer, Jürgen,Zander, Tim Pdf

In 2020 fand der jährliche Workshop des Faunhofer IOSB und the Lehrstuhls für interaktive Echtzeitsysteme statt. Vom 27. bis zum 31. Juli trugen die Doktorranden der beiden Institute über den Stand ihrer Forschung vor in Themen wie KI, maschinellen Lernen, computer vision, usage control, Metrologie vor. Die Ergebnisse dieser Vorträge sind in diesem Band als technische Berichte gesammelt. - In 2020, the annual joint workshop of the Fraunhofer IOSB and the Vision and Fusion Laboratory of the KIT was hosted at the IOSB in Karlsruhe. For a week from the 27th to the 31st July the doctoral students of both institutions presented extensive reports on the status of their research and discussed topics ranging from computer vision and optical metrology to network security, usage control and machine learning. The results and ideas presented at the workshop are collected in this book.

Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory

Author : Beyerer, Jürgen,Taphanel, Miro
Publisher : KIT Scientific Publishing
Page : 136 pages
File Size : 48,6 Mb
Release : 2019-07-12
Category : Computers
ISBN : 9783731509363

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Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory by Beyerer, Jürgen,Taphanel, Miro Pdf

Probabilistic Parametric Curves for Sequence Modeling

Author : Hug, Ronny
Publisher : KIT Scientific Publishing
Page : 224 pages
File Size : 46,8 Mb
Release : 2022-07-12
Category : Mathematics
ISBN : 9783731511984

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Probabilistic Parametric Curves for Sequence Modeling by Hug, Ronny Pdf

This work proposes a probabilistic extension to Bézier curves as a basis for effectively modeling stochastic processes with a bounded index set. The proposed stochastic process model is based on Mixture Density Networks and Bézier curves with Gaussian random variables as control points. A key advantage of this model is given by the ability to generate multi-mode predictions in a single inference step, thus avoiding the need for Monte Carlo simulation.

Deep Learning based Vehicle Detection in Aerial Imagery

Author : Sommer, Lars Wilko
Publisher : KIT Scientific Publishing
Page : 276 pages
File Size : 47,5 Mb
Release : 2022-02-09
Category : Computers
ISBN : 9783731511137

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Deep Learning based Vehicle Detection in Aerial Imagery by Sommer, Lars Wilko Pdf

This book proposes a novel deep learning based detection method, focusing on vehicle detection in aerial imagery recorded in top view. The base detection framework is extended by two novel components to improve the detection accuracy by enhancing the contextual and semantical content of the employed feature representation. To reduce the inference time, a lightweight CNN architecture is proposed as base architecture and a novel module that restricts the search area is introduced.

Application of diffractive lens arrays in confocal microscopy

Author : Li, Zheng
Publisher : KIT Scientific Publishing
Page : 178 pages
File Size : 55,5 Mb
Release : 2022-06-27
Category : Science
ISBN : 9783731511885

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Application of diffractive lens arrays in confocal microscopy by Li, Zheng Pdf

Diffractive lens arrays are proposed in this work for application in reflected-light confocal microscopes. They have overcome the limitations between fields of view and resolution of traditional objectives. Experiments of multi-spot confocal imaging in surface metrology and fluorescence microscopy have been demonstrated based on the proposed concepts, which have shown capabilities of high-resolution measurement over a large area.

Multimodal Panoptic Segmentation of 3D Point Clouds

Author : Dürr, Fabian
Publisher : KIT Scientific Publishing
Page : 248 pages
File Size : 47,5 Mb
Release : 2023-10-09
Category : Electronic
ISBN : 9783731513148

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Multimodal Panoptic Segmentation of 3D Point Clouds by Dürr, Fabian Pdf

The understanding and interpretation of complex 3D environments is a key challenge of autonomous driving. Lidar sensors and their recorded point clouds are particularly interesting for this challenge since they provide accurate 3D information about the environment. This work presents a multimodal approach based on deep learning for panoptic segmentation of 3D point clouds. It builds upon and combines the three key aspects multi view architecture, temporal feature fusion, and deep sensor fusion.

Self-learning Anomaly Detection in Industrial Production

Author : Meshram, Ankush
Publisher : KIT Scientific Publishing
Page : 224 pages
File Size : 47,9 Mb
Release : 2023-06-19
Category : Electronic
ISBN : 9783731512578

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Self-learning Anomaly Detection in Industrial Production by Meshram, Ankush Pdf

Configuring an anomaly-based Network Intrusion Detection System for cybersecurity of an industrial system in the absence of information on networking infrastructure and programmed deterministic industrial process is challenging. Within the research work, different self-learning frameworks to analyze passively captured network traces from PROFINET-based industrial system for protocol-based and process behavior-based anomaly detection are developed, and evaluated on a real-world industrial system.

Dynamic Switching State Systems for Visual Tracking

Author : Becker, Stefan
Publisher : KIT Scientific Publishing
Page : 228 pages
File Size : 50,5 Mb
Release : 2020-12-02
Category : Computers
ISBN : 9783731510383

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Dynamic Switching State Systems for Visual Tracking by Becker, Stefan Pdf

This work addresses the problem of how to capture the dynamics of maneuvering objects for visual tracking. Towards this end, the perspective of recursive Bayesian filters and the perspective of deep learning approaches for state estimation are considered and their functional viewpoints are brought together.

Pattern Recognition. ICPR International Workshops and Challenges

Author : Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani
Publisher : Springer Nature
Page : 502 pages
File Size : 41,9 Mb
Release : 2021-02-20
Category : Computers
ISBN : 9783030687939

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Pattern Recognition. ICPR International Workshops and Challenges by Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani Pdf

This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.