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.
| Language | English |
|---|---|
| Title of host publication | Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018 |
| Publisher | Institute of Electrical and Electronics Engineers |
| Pages | 450-457 |
| Number of pages | 8 |
| ISBN (Electronic) | 9781538673768 |
| DOIs | |
| Status | Published - 12 Oct 2018 |
| Event | 21st Euromicro Conference on Digital System Design, DSD 2018 - Prague, Czech Republic Duration: 29 Aug 2018 → 31 Aug 2018 |
Conference
| Conference | 21st Euromicro Conference on Digital System Design, DSD 2018 |
|---|---|
| Abbreviated title | DSD 2018 |
| Country | Czech Republic |
| City | Prague |
| Period | 29/08/18 → 31/08/18 |
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Keywords
- 3D sensing
- Conservative Polar Histogram
- RANSAC
- Time-of-Flight
- V Disparity
- Virtual White Cane
ASJC Scopus subject areas
- Hardware and Architecture
Cite this
Virtual white cane featuring time-of-flight 3D imaging supporting visually impaired users. / Druml, Norbert; Pietsch, Thomas; Dielacher, Markus; Steger, Christian; Baumgart, Marcus; Consani, Cristina; Herndl, Thomas; Holweg, Gerald.
Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018. Institute of Electrical and Electronics Engineers, 2018. p. 450-457 8491852.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
}
TY - GEN
T1 - Virtual white cane featuring time-of-flight 3D imaging supporting visually impaired users
AU - Druml,Norbert
AU - Pietsch,Thomas
AU - Dielacher,Markus
AU - Steger,Christian
AU - Baumgart,Marcus
AU - Consani,Cristina
AU - Herndl,Thomas
AU - Holweg,Gerald
PY - 2018/10/12
Y1 - 2018/10/12
N2 - 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.
AB - 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.
KW - 3D sensing
KW - Conservative Polar Histogram
KW - RANSAC
KW - Time-of-Flight
KW - V Disparity
KW - Virtual White Cane
UR - http://www.scopus.com/inward/record.url?scp=85056483470&partnerID=8YFLogxK
U2 - 10.1109/DSD.2018.00081
DO - 10.1109/DSD.2018.00081
M3 - Conference contribution
SP - 450
EP - 457
BT - Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018
PB - Institute of Electrical and Electronics Engineers
ER -