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Author : Birnstill, Pascal
Publisher : KIT Scientific Publishing
Page : 270 pages
File Size : 47,7 Mb
Release : 2016-08-24
Category : Electronic
ISBN : 9783731505389
Author : Pascal Birnstill
Publisher : Unknown
Page : 260 pages
File Size : 43,9 Mb
Release : 2020-10-09
Category : Technology & Engineering
ISBN : 1013280873
This research introduces a conceptual framework for enforcing privacy-related restrictions in smart video surveillance systems based on danger levels and incident types to be handled. It increases the selectivity of surveillance by restricting data processing to individuals associated to incidents under investigation. Constraints are enforced by usage control, which is instantiated for video surveillance for the first time and enables tailoring such systems to comply with data protection law. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.
Author : Grinberg, Michael
Publisher : KIT Scientific Publishing
Page : 296 pages
File Size : 55,6 Mb
Release : 2018-08-10
Category : Electronic
ISBN : 9783731507819
Author : Herrmann, Christian
Publisher : KIT Scientific Publishing
Page : 180 pages
File Size : 44,9 Mb
Release : 2018-08-03
Category : Electronic computers. Computer science
ISBN : 9783731507994
The availability of video data is an opportunity and a challenge for law enforcement agencies. Face recognition methods can play a key role in the automated search for persons in the data. This work targets efficient representations of low-quality face sequences to enable fast and accurate face search. Novel concepts for multi-scale analysis, dataset augmentation, CNN loss function, and sequence description lead to improvements over state-of-the-art methods on surveillance video footage.
Author : Sommer, Lars Wilko
Publisher : KIT Scientific Publishing
Page : 276 pages
File Size : 50,5 Mb
Release : 2022-02-09
Category : Computers
ISBN : 9783731511137
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.
Author : Bullinger, Sebastian
Publisher : KIT Scientific Publishing
Page : 194 pages
File Size : 52,9 Mb
Release : 2020-08-26
Category : Computers
ISBN : 9783731510123
"This work proposes a Multibody Structure from Motion (MSfM) algorithm for moving object reconstruction that incorporates instance-aware semantic segmentation and multiple view geometry methods. The MSfM pipeline tracks two-dimensional object shapes on pixel level to determine object specific feature correspondences, in order to reconstruct 3D object shapes as well as 3D object motion trajectories" -- Publicaciones de Arquitectura y Arte.
Author : Belkin, Andrey
Publisher : KIT Scientific Publishing
Page : 222 pages
File Size : 53,8 Mb
Release : 2017-10-19
Category : Electronic
ISBN : 9783731506416
Author : Pak, Alexey
Publisher : KIT Scientific Publishing
Page : 152 pages
File Size : 55,6 Mb
Release : 2017-07-25
Category : Electronic
ISBN : 9783731506782
Author : Beyerer, Jürgen,Zander, Tim
Publisher : KIT Scientific Publishing
Page : 140 pages
File Size : 42,9 Mb
Release : 2023-07-05
Category : Electronic
ISBN : 9783731513049
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.
Author : Beyerer, Juergen,Pak, Alexey,Taphanel, Miro
Publisher : KIT Scientific Publishing
Page : 116 pages
File Size : 51,8 Mb
Release : 2018-08-13
Category : Electronic
ISBN : 9783731507796
Author : Beyerer, Jürgen,Zander, Tim
Publisher : KIT Scientific Publishing
Page : 192 pages
File Size : 49,8 Mb
Release : 2021-06-22
Category : Computers
ISBN : 9783731510918
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.
Author : Hug, Ronny
Publisher : KIT Scientific Publishing
Page : 224 pages
File Size : 50,7 Mb
Release : 2022-07-12
Category : Mathematics
ISBN : 9783731511984
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.
Author : Guan, Tianyi
Publisher : KIT Scientific Publishing
Page : 320 pages
File Size : 42,5 Mb
Release : 2020-01-02
Category : Computers
ISBN : 9783731509783
Author : Beyerer, Jürgen,Taphanel, Miro
Publisher : KIT Scientific Publishing
Page : 136 pages
File Size : 54,7 Mb
Release : 2019-07-12
Category : Computers
ISBN : 9783731509363
Author : Qu, Chengchao
Publisher : KIT Scientific Publishing
Page : 234 pages
File Size : 52,5 Mb
Release : 2018-10-02
Category : Electronic
ISBN : 9783731508281