RESEARCHES
Smart Vision & Robotic Sensing
Professor, Robotics Laboratory
Smart Innovation Program, Graduate School of Advanced Science and Engineering
Hiroshima University
Smart Innovation Program, Graduate School of Advanced Science and Engineering
Hiroshima University
Idaku ISHII
- >> Research Contents
- In order to establish high-speed robot senses that are much faster than human senses, we are conducting research and development of information systems and devices that can achieve real-time image processing at 1000 frames/s or greater. As well as integrated algorithms to accelerate sensor information processing, we are also studying new sensing methodologies based on vibration and flow dynamics; they are too fast for humans to sense.
HFR 3D Imaging Using Spatiotemporal Selection Coded Structured Light
Our proposed concept has the following features: (a) projection of multiple coded structured light patterns that enable both encoding along the time axis and encoding in spatial neighborhood, (b) adaptive selection of encoding types in every local image region by calculating image features those are dependent of measured objects’ motion. These features of the coded pattern enable spatio-temporal selection type encoding that can select not only encoding along the time axis, but also encoding in the spatial domain. As a result, encoding along the time axis is selected in the region where is no motion, while encoding in spatial neighborhood is selected in the region where the brightness changes dynamically.
To demonstrate the effectiveness of our proposed algorithm using an off-line high-speed camera and a high-speed DLP projector, we show three-dimensional shape measurement results for three types of moving objects; (a) a rotating plane, (b) a waving piece of paper, and (c) a moving human hand.
Reference
- Idaku Ishii : A Coded Structured Light Projection Method for High-Frame-Rate 3D Image Acquisition, Advanced Image Acquisition, Processing Techniques and Applications I (D. Ventzas ed.), pp.1-16, INTECH (2012)
- Idaku Ishii, Kenkichi Yamamoto, Kensuke Doi, and Tokuo Tsuji : High-speed 3D Image Acquisition Using Coded Structured Light Projection, Proc of the IEEE International Conference on Intelligent Robots and Systems, pp.925-930, 2007.