Monocular omnidirectional head motion capture in the visible light spectrum

Jeroen Lichtenauer, Maja Pantic

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)

Abstract

Conventional marker-based optical motion capture methods rely on scene attenuation (e.g. by infrared-pass filtering). This renders the images useless for development and testing of machine vision methods under natural conditions. Unfortunately, combining, calibrating and synchronising a system for motion capture with a separate camera is a costly and cumbersome task. To overcome this problem, we present a framework for efficient, omnidirectional head- pose initialisation and tracking in the presence of missing and false positive marker detections. As such, it finally enables easy, accurate and synchronous head-motion capture as ground truth with or input for other machine vision algorithms.
Original languageUndefined
Title of host publicationIEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011
Place of PublicationUSA
PublisherIEEE Computer Society
Pages430-436
Number of pages7
ISBN (Print)978-1-4673-0062-9
DOIs
Publication statusPublished - Nov 2011
EventIEEE International Conference on Computer Vision 2011 - Fira de Barcelona, Barcelona, Spain
Duration: 6 Nov 201113 Nov 2011

Publication series

Name
PublisherIEEE Computer Society

Conference

ConferenceIEEE International Conference on Computer Vision 2011
Abbreviated titleICCV 2011
CountrySpain
CityBarcelona
Period6/11/1113/11/11

Keywords

  • METIS-285025
  • IR-79431
  • Cameras
  • Head
  • Clutter
  • EWI-21323
  • Estimation
  • Robustness
  • Optical attenuators
  • EC Grant Agreement nr.: ERC/203143
  • HMI-MI: MULTIMODAL INTERACTIONS
  • Accuracy

Cite this

Lichtenauer, J., & Pantic, M. (2011). Monocular omnidirectional head motion capture in the visible light spectrum. In IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011 (pp. 430-436). USA: IEEE Computer Society. https://doi.org/10.1109/ICCVW.2011.6130273
Lichtenauer, Jeroen ; Pantic, Maja. / Monocular omnidirectional head motion capture in the visible light spectrum. IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011. USA : IEEE Computer Society, 2011. pp. 430-436
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Lichtenauer, J & Pantic, M 2011, Monocular omnidirectional head motion capture in the visible light spectrum. in IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011. IEEE Computer Society, USA, pp. 430-436, IEEE International Conference on Computer Vision 2011, Barcelona, Spain, 6/11/11. https://doi.org/10.1109/ICCVW.2011.6130273

Monocular omnidirectional head motion capture in the visible light spectrum. / Lichtenauer, Jeroen; Pantic, Maja.

IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011. USA : IEEE Computer Society, 2011. p. 430-436.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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AB - Conventional marker-based optical motion capture methods rely on scene attenuation (e.g. by infrared-pass filtering). This renders the images useless for development and testing of machine vision methods under natural conditions. Unfortunately, combining, calibrating and synchronising a system for motion capture with a separate camera is a costly and cumbersome task. To overcome this problem, we present a framework for efficient, omnidirectional head- pose initialisation and tracking in the presence of missing and false positive marker detections. As such, it finally enables easy, accurate and synchronous head-motion capture as ground truth with or input for other machine vision algorithms.

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Lichtenauer J, Pantic M. Monocular omnidirectional head motion capture in the visible light spectrum. In IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011. USA: IEEE Computer Society. 2011. p. 430-436 https://doi.org/10.1109/ICCVW.2011.6130273