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      Synthetic Ground Truth Generation for Testing, Technology Evaluation and Verification (SyntTEV)

      1 , 3 , 3 , 2 , 1

      Proceedings of the 32nd International BCS Human Computer Interaction Conference (HCI)

      Human Computer Interaction Conference

      4 - 6 July 2018

      Dataset generation, system evaluation, human detection, human activity recognition, usability testing

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          Abstract

          Nowadays, several computer devices are used to visually detect objects, people and activities. Their quality and performance depends on limited datasets created and annotated by error-prone and expensive human handwork. But to reach high quality for complex detection tasks extensive datasets with errorless annotations are needed. To overcome this dilemma we create a system for automatic generation of synthetic ground truth data to allow learning of complex detection tasks as well as testing, verification and evaluation.

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          Most cited references 4

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          An Exploratory Comparison of the Visual Quality of Virtual Reality Systems Based on Device-Independent Testsets

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            Robot assistants at manual workplaces: Effective co-operation and safety aspects

             M. Hagele,  W Schaaf,  E Helms (2002)
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              A Framework for Generation of Testsets for Recent Multimedia Workflows

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                Author and article information

                Contributors
                Conference
                July 2018
                July 2018
                : 1-3
                Affiliations
                [ 1 ] Junior Professorship Media Computing

                Faculty of Computer Science

                Technical University of Chemnitz

                D-09107 Chemnitz, Germany
                [ 2 ] Faculty Applied Computer Sciences & Biosciences

                University of Applied Sciences

                Technikumplatz 17, D-09648 Mittweida
                [ 3 ] Faculty Media Sciences

                University of Applied Sciences

                Technikumplatz 17, D-09648 Mittweida
                Article
                10.14236/ewic/HCI2018.128
                © Manthey et al. Published by BCS Learning and Development Ltd. Proceedings of British HCI 2018. Belfast, UK.

                This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

                Proceedings of the 32nd International BCS Human Computer Interaction Conference
                HCI
                32
                Belfast, UK
                4 - 6 July 2018
                Electronic Workshops in Computing (eWiC)
                Human Computer Interaction Conference
                Product
                Product Information: 1477-9358BCS Learning & Development
                Self URI (journal page): https://ewic.bcs.org/
                Categories
                Electronic Workshops in Computing

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