Observation model construction for active object recognition problem
We are studying about environment recognition technology required for robots working in real environments. As one example, we focus on the object recognition problem. In general, the observation model which represents the relationship between the environment and sensor information is required for efficient recognition. We are developing a machine learning scheme to learn such models from sensor data.