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LabelMovie: Semi-supervised machine annotation tool with quality assurance and crowd-sourcing options for videos

Zsolt Palotai, Miklos Lang, Andras Sarkany, Zoltan Toser, Daniel Sonntag, Takumi Toyama, Andras Lorincz
2014 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)  
For multiple reasons, the automatic annotation of video recordings is challenging.  ...  The amount of database video instances to be annotated is huge, tedious manual labeling sessions are required, the multi-modal annotation needs exact information of space, time, and context, and the different  ...  time series of different lengths.  ... 
doi:10.1109/cbmi.2014.6849850 dblp:conf/cbmi/PalotaiLSTSTL14 fatcat:dsmgytu3rza43fl7gco4m2zy44

Familiarization tours for first-time users of highly automated cars: Comparing the effects of virtual environments with different levels of interaction fidelity [article]

Mahdi Ebnali, Richard Lamb, Razieh Fathi
2020 arXiv   pre-print
In the present study, a driving simulator experiment compared the effectiveness of four familiarization groups, control, video, low fidelity virtual reality (VR), and high fidelity VR on automation trust  ...  The results revealed the positive impact of familiarization tours on trust, takeover, and handback performance at the first time of measurement.  ...  Acknowledgment The authors would like to thank all people that have been involved in the designing VR programs and implementation of the study.  ... 
arXiv:2002.07968v1 fatcat:krhcx6sijfhizkdmlzeyvarsf4

Page 239 of SMPTE Motion Imaging Journal Vol. 106, Issue 7 [page]

1997 SMPTE Motion Imaging Journal  
Our HD telecine transfer has produced some of the best quality NTSC and PAL masters for home video and laser disc releases.  ...  Console/ automation systems include the SL 8000 G Series Console, a mixing console; SL 4000 G Series Console, featuring a wide range of per- sonalized user options and designs; SL 5000 M Series Console  ... 

Automated podcasting system for universities

Y. Grigoriadis, C. Stickel, W. Nagler, M. Ebner, M. Schon
2012 2012 15th International Conference on Interactive Collaborative Learning (ICL)  
of a text-based search for the final product by method of indexing video podcasts.  ...  This paper presents the results achieved at Graz University of Technology (TU Graz) in the field of automating the process of recording and publishing university lectures in a very new way.  ...  We are equally indebted to the Department of Life-LongLearning for supporting our ideas and helping us to work on the future of education.  ... 
doi:10.1109/icl.2012.6402060 fatcat:uroluhad2zgb5n77x2t22cmcpm

Automated Podcasting System for Universities

Walther Nagler, Ypatios Grigoriadis, Christian Stickel, Martin Ebner, Martin Schön
2013 International Journal of Emerging Technologies in Learning (iJET)  
of a text-based search for the final product by method of indexing video podcasts.  ...  This paper presents the results achieved at Graz University of Technology (TU Graz) in the field of automating the process of recording and publishing university lectures in a very new way.  ...  We are equally indebted to the Department of Life-LongLearning for supporting our ideas and helping us to work on the future of education.  ... 
doi:10.3991/ijet.v8i1.2363 fatcat:wzymatj24zckfo4aiewyuvjwou

Page 165 of Journal of Research and Practice in Information Technology Vol. 24, Issue 4 [page]

1992 Journal of Research and Practice in Information Technology  
The aim of the project is to develop automation systems for robotics and manufacturing, with an emphasis on planning and control software that will be linked to computer aided design systems for integration  ...  the quality management principles and requirements of AS 3563 and the related AS 3900 series of standards.  ... 

QoS-oriented Service Management in clouds for large scale industrial activity recognition

Athanasios S. Voulodimos, Dimosthenis P. Kyriazis, Spyridon V. Gogouvitis, Anastasios D. Doulamis, Dimitrios I. Kosmopoulos, Theodora A. Varvarigou
2011 2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR)  
However, the deployment of multiple cameras to exploit redundancies, the large training set requirements of our time series classification models, as well as general resource limitations together with  ...  Motivated by the need of industrial enterprises for supervision services for quality, security and safety guarantee, we have developed an Activity Recognition Framework based on computer vision and machine  ...  The HMMs should be trained with long time series (i.e. video sequences of long duration), the model parameters should be stored and re-used in the testing phase for the remaining video frames.  ... 
doi:10.1109/socpar.2011.6089156 dblp:conf/socpar/VoulodimosKGDKV11 fatcat:6xc7s65xz5cstftdoedkvaddka

Scenario-Based Training: Director's Cut [chapter]

Marieke Peeters, Karel van den Bosch, John-Jules Ch. Meyer, Mark A. Neerincx
2011 Lecture Notes in Computer Science  
Six instructors rated video fragments of directed and non-directed scenarios in terms of learning value.  ...  Results show that the instructors consider directed scenarios to be considerably more effective for learning than non-directed scenarios. Implications for the design of a director agent are discussed.  ...  The authors would like to thank Stichting BHV Nederland for their cooperation in this experiment.  ... 
doi:10.1007/978-3-642-21869-9_35 fatcat:gq2hipbb2bd3hgbp52udz4ppvq

University of Michigan lecture archiving and related activities of the U-M ATLAS Collaboratory Project

J Herr, T Bhatnagar, S Goldfarb, J Irrer, S McKee, H A Neal
2008 Journal of Physics, Conference Series  
The advances the MScribe project has made in automation of these processes, including a robotic camera operator and automated video processing, are now being used to record ATLAS Collaboration events,  ...  Our software and hardware architecture has been used to record events for CERN, ATLAS, many units inside the University of Michigan, Fermilab, the American Physical Society and the International Conference  ...  Faculty will be able to deliver high quality presentations from CERN for one or two sessions and greatly extend their time at CERN without significantly impacting student learning experiences.  ... 
doi:10.1088/1742-6596/119/8/082005 fatcat:6t36zzcg55ee5mr6xq2tl4cygm

Security and Surveillance [chapter]

Shaogang Gong, Chen Change Loy, Tao Xiang
2011 Visual Analysis of Humans  
This endeavour is intensified further by the need for understanding a massive quantity of video data, with the aim to comprehend multiple entities not only within a single image but also over time across  ...  A significant application of video analysis and understanding is intelligent surveillance, which aims to interpret automatically human activity and detect unusual events that could pose a threat to public  ...  Honeywell video analytics 6 . 3. Loitering detection aims to detect persons who stay in a controlled area for an extended period of time.  ... 
doi:10.1007/978-0-85729-997-0_23 fatcat:lodvka4hu5debd7wiovexhca3u

Standards News

2019 IEEE Communications Standards Magazine  
, transfer-learning to help utilizing knowledge acquired for one task to solve the related ones, coordination among closed-control loops, etc.  ...  All this requires a new horizontal and vertical end-to-end architecture framework designed for closed-loop automation and optimized for data-driven machine learning and artificial intelligence algorithms  ...  , transfer-learning to help utilizing knowledge acquired for one task to solve the related ones, coordination among closed-control loops, etc.  ... 
doi:10.1109/mcomstd.2019.9031541 fatcat:gef35z3nkrbdpemol2bd6tv5ya

SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity [article]

Xu Zhang, Yiyang Ou, Siddhartha Sen, Junchen Jiang
2020 arXiv   pre-print
Instead of proposing yet another heuristic, we take a different approach: we run a separate crowdsourcing experiment for each video to derive users' quality sensitivity at different parts of the video.  ...  For instance, rebuffering during key moments of a sports video (e.g., before a goal is scored) is more annoying than rebuffering during normal gameplay.  ...  The figure plots (Q max −Q min )/Q min for each video series, where Q max and Q min are the maximum and minimum QoE of the videos in a series.  ... 
arXiv:2008.04687v1 fatcat:cxaxa26girgypfpyuik3zv3bru

Data Sources [chapter]

Pieter Kubben
2018 Fundamentals of Clinical Data Science  
Nevertheless, there are many barriers that limit EMR adoption, varying from time, cost, security concerns and vendor trust to absence of computer skills for the physician [1].  ...  To what extent EMRs effectively succeed in improving quality of care and patient safety, remains a matter of debate [12, 16] .  ...  Process mining refers to the automated analysis of processes and involves time series analysis.  ... 
doi:10.1007/978-3-319-99713-1_1 fatcat:rgddqkro4rhprmx26yhategzsy

The Use of Video Captioning for Fostering Physical Activity [article]

Soheyla Amirian, Abolfazl Farahani, Hamid R. Arabnia, Khaled Rasheed, Thiab R. Taha
2021 arXiv   pre-print
It is crucial to consider the sequence of actions in a video in order to generate a meaningful description of the overall action event.  ...  Video Captioning involves the combination of different deep learning models to perform object detection, action detection, and localization by processing a sequence of image frames.  ...  The prosperity of object detection models has made them suitable for other deep learning tasks, including image and video captioning, automation of making a title for videos [6] , [8] and more.  ... 
arXiv:2104.03207v1 fatcat:zp22a46ljfdbzogfpp4iuhcipy

Tools for semi-automatic monitoring of industrial workflows

Roland Mörzinger, Georg Thallinger, Vassileios Anagnostopoulos, Dimitrios Kosmopoulos, Athanasios Voulodimos, Constantinos Lalos, Nikolaos Doulamis, Theodora Varvarigou, Rolando Palma Zelada, Ignacio Jubert Soler, Severin Stalder, Manolis Sardis (+13 others)
2010 Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams - ARTEMIS '10  
Another important feature of the tool chain is the capability to inform the employees about potentially risky conditions using the tool for automatic detection of unusual scenes.  ...  Furthermore, the tools help technical administrators in adjusting algorithms by letting the user correct detections (for relevance feedback) and ground truth for evaluation.  ...  ACKNOWLEDGMENTS The research leading to these results has received funding from the European Community's Seventh Framework Programme  ... 
doi:10.1145/1877868.1877889 dblp:conf/mm/MorzingerSRGVBT10 fatcat:qazqrcajhbgeflmsm5h3dz3v2m
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