CHECKER: Real-time Scan Quality Checking and Associated User Experience - 23.30
M.S. Gilmer et al., "CHECKER: Real-time Scan Quality Checking and Associated User Experience", Proc. of 3DBODY.TECH 2023 - 14th Int. Conf. and Exh. on 3D Body Scanning and Processing Technologies, Lugano, Switzerland, 17-18 Oct. 2023, #30, https://doi.org/10.15221/23.30.
Title:
CHECKER: Real-time Scan Quality Checking and Associated User Experience
Authors:
Matthew S. GILMER, Steven C. HAUSER, David BRUNER
Size Stream LLC, Cary NC, USA
Abstract:
In recent years there have been several substantial advances in mobile 3D body scanning technology and Size Stream has been, and will continue to be, engaged in this effort. In addition to improving measurement accuracy, Size Stream is improving the user experience of the scan process. We are providing accurate measurements and 3D body avatars that are suitable for fitness tracking, ready-to-wear/uniform sizing, and made-to-measure garment ordering with minimum friction. We will present our new machine-learning system designed to detect 'scan errors' in real time (CHECKER). We use the CHECKER results to guide the user in real time to take an error-free scan rather than alert the user after they have completed the scan process. The CHECKER system can detect obscured body parts and baggy clothing. Size Stream plans to extend the capabilities of CHECKER so that it can detect more 'scan errors' including, various pose errors, clutter, hair issues (down on the neck rather than tied up), and sub-optimal lighting.
Keywords:
3d body scanning, machine learning, apparel, user experience
Full paper:
Presentation:
Details:
Proceedings: 3DBODY.TECH 2023, 17-18 Oct. 2023, Lugano, Switzerland
Paper id#: 30
DOI: 10.15221/23.30
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