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

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.

Content

Author and article information

Contributors

Robert Manthey

Rico Thomanek

Christian Roschke

Marc Ritter

Danny Kowerko

Conference

Publication date: July 2018

Publication date (Print): July 2018

Pages: 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

DOI: 10.14236/ewic/HCI2018.128

SO-VID: 8809e0c2-3cf2-4954-a651-25b457d26b4e

License:

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/

Conference name: Proceedings of the 32nd International BCS Human Computer Interaction Conference

Conference acronym: HCI

Conference number: 32

Conference location: Belfast, UK

Conference date: 4 - 6 July 2018

Conference sponsor: Electronic Workshops in Computing (eWiC)

Conference theme: Human Computer Interaction Conference

History

Product

1477-9358 BCS Learning & Development

Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/HCI2018.128

Self URI (journal page): https://ewic.bcs.org/

REFERENCES

T. KozarA. RudolfA. CuparS. JevsnikZ. Stjepanovic 2014 Designing an Adaptive 3D Body Model Suitable for People with Limited Body Abilities Journal of Textile Science & Engineering, OMICS International 2014 1 14
M. HägeleW. SchaafE. Helms 2002 Robot assistants at manual workplaces: Effective co-operation and safety aspects Proceedings of the 33rd International Symposium on Robotics (ISR 2002) Stockholm 2002 1 6
M. BilenkoB. KamathR.J. Mooney 2006 Adaptive Blocking: Learning to Scale Up Record Linkage Proceedings of the Sixth IEEE International Conference on Data Mining (ICDM-06) Hong Kong 87 96
R. MantheyS. ConradM. Ritter 2016 A Framework for Generation of Testsets for Recent Multimedia Workflows Universal Access in Human-Computer Interaction, Human Computer Interaction International Toronto 2016 460 467 Springer
R. MantheyM. RitterM. HeinzigD. Kowerko 2017 An Exploratory Comparison of the Visual Quality of Virtual Reality Systems Based on Device-Independent Testsets Proceedings of Human Computer Interaction International 2017 Vancouver 2017 130 140 Springer

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[1] T. KozarA. RudolfA. CuparS. JevsnikZ. Stjepanovic 2014 Designing an Adaptive 3D Body Model Suitable for People with Limited Body Abilities Journal of Textile Science & Engineering, OMICS International 2014 1 14

[2] M. HägeleW. SchaafE. Helms 2002 Robot assistants at manual workplaces: Effective co-operation and safety aspects Proceedings of the 33rd International Symposium on Robotics (ISR 2002) Stockholm 2002 1 6

[3] M. BilenkoB. KamathR.J. Mooney 2006 Adaptive Blocking: Learning to Scale Up Record Linkage Proceedings of the Sixth IEEE International Conference on Data Mining (ICDM-06) Hong Kong 87 96

[4] R. MantheyS. ConradM. Ritter 2016 A Framework for Generation of Testsets for Recent Multimedia Workflows Universal Access in Human-Computer Interaction, Human Computer Interaction International Toronto 2016 460 467 Springer

[5] R. MantheyM. RitterM. HeinzigD. Kowerko 2017 An Exploratory Comparison of the Visual Quality of Virtual Reality Systems Based on Device-Independent Testsets Proceedings of Human Computer Interaction International 2017 Vancouver 2017 130 140 Springer

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