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A Laser Time-of-Flight Range Scanner for Robotic Vision
1Department of Computer Science, Australian National University, Canberra ACT 2600, Australia.
IEEE Transactions on Pattern Analysis and Machine Intelligence
|August 27, 2011
Summary
This study presents a laser time-of-flight range scanner for 3D scene analysis in robotics. It achieves 64x64 resolution in 4 seconds, reducing computational load for robotic manipulation.
Area of Science:
- Robotics
- Computer Vision
- 3D Sensing
Background:
- Vision-driven robotic manipulation requires accurate 3D scene analysis.
- Computational burden for object placement and extent determination is significant.
- Direct range finding can alleviate these computational demands.
Purpose of the Study:
- To describe a laser time-of-flight range scanner for 3D scene analysis.
- To evaluate its performance in terms of resolution, speed, and accuracy.
- To assess its utility in supporting vision-driven robotic manipulation.
Main Methods:
- Development of a laser time-of-flight range scanner.
- Acquisition of range data with 64x64 spatial resolution.
- Analysis of range accuracy, scan time, and signal amplitude dependency.
Main Results:
- A range scanner capable of 64x64 resolution in 4 seconds was developed.
- Current accuracy requires 100 samples/point for ±2 cm precision, with a 40s scan time.
- Range determination is dependent on returned signal amplitude, indicating a considerable dynamic intensity range.
Conclusions:
- The developed laser time-of-flight range scanner can reduce computational burden for 3D scene analysis.
- Accuracy can be improved by increasing scan time.
- Preliminary results show potential for supporting robotic manipulation tasks.
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