Abstract
In the absence of pedestrian crossing lights, finding a safe moment to cross the road is often hazardous and challenging, especially for people with visual impairments. We present a reliable low-cost solution, an Android device attached to a traffic sign or lighting pole near the crossing, indicating whether it is safe to cross the road. The indication can be by sound, display, vibration, and various communication modalities provided by the Android device. The integral system camera is aimed at approaching traffic. Optical flow is computed from the incoming video stream, and projected onto an influx map, automatically acquired during a brief training period. The crossing safety is determined based on a 1-dimensional temporal signal derived from the projection. We implemented the complete system on a Samsung Galaxy K-zoom Android smartphone, and obtained real-time operation. Promising experimental results provide pedestrians with sufficiently early warning of approaching vehicles. The system can serve as a stand-alone safety device, that can be installed where pedestrian crossing lights are ruled out. Requiring no dedicated infrastructure, it can be powered by a solar panel and remotely maintained via the cellular network.
| Original language | English |
|---|---|
| Title of host publication | Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Proceedings |
| Editors | Sebastiano Battiato, Giovanni Gallo, Filippo Stanco, Raimondo Schettini |
| Publisher | Springer Verlag |
| Pages | 534-544 |
| Number of pages | 11 |
| ISBN (Print) | 9783319685472 |
| DOIs | |
| State | Published - 2017 |
| Event | 19th International Conference on Image Analysis and Processing, ICIAP 2017 - Catania, Italy Duration: 11 Sep 2017 → 15 Sep 2017 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 10485 LNCS |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Conference
| Conference | 19th International Conference on Image Analysis and Processing, ICIAP 2017 |
|---|---|
| Country/Territory | Italy |
| City | Catania |
| Period | 11/09/17 → 15/09/17 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Android device
- Blind and visually impaired
- Optical flow
- Pedestrian crossing
- Resource-limited computer vision
- Traffic analysis
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