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Abstract
Supporting visually impaired people in their everyday's life is of crucial importance. Thanks to the technological advancements in semiconductors and cyber-physical systems, novel powerful tools and capabilities emerged recently. The integration of miniaturized Time-of-Flight 3D imaging modules combined with vast CPU and GPU power into commercially available smart phones, is a major enabler for a future virtual white cane aiding visually impaired people. This work presents a virtual white cane prototype which in particular targets visually impaired persons and vulnerable road users in general. It exploits the unique 3D environment perception features of a commercially available smart phone in order to perceive the environment in a three dimensional way based on the Time-of-Flight 3D imaging technology. This work not only introduces new concepts, such as a combined v disparity / RANSAC ground plane detection and the so-called Conservative Polar Histogram, it also considerably outperforms the object detection performance compared to state-of-the-art approaches.
Originalsprache | englisch |
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Titel | Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018 |
Herausgeber (Verlag) | Institute of Electrical and Electronics Engineers |
Seiten | 450-457 |
Seitenumfang | 8 |
ISBN (elektronisch) | 9781538673768 |
DOIs | |
Publikationsstatus | Veröffentlicht - 12 Okt. 2018 |
Veranstaltung | 21st Euromicro Conference on Digital System Design - Prague, Tschechische Republik Dauer: 29 Aug. 2018 → 31 Aug. 2018 |
Konferenz
Konferenz | 21st Euromicro Conference on Digital System Design |
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Kurztitel | DSD 2018 |
Land/Gebiet | Tschechische Republik |
Ort | Prague |
Zeitraum | 29/08/18 → 31/08/18 |
ASJC Scopus subject areas
- Hardware und Architektur
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Hardware/Software-Codesign
Steger, C., Seifert, C., Stelzer, P., Feldbacher, M., Fiala, G. & Basic, F.
1/01/95 → …
Projekt: Arbeitsgebiet