Object recognition using appearance models accumulated into environment
2002Vol. 4, pp. 845–848
Citations Over TimeTop 10% of 2002 papers
Abstract
Proposes a method of object recognition using appearance models accumulated into a RFID (radio frequency identification) tag attached to the environment. Robots recognize the object using appearance models accumulated in the tag on the object. If the robot fails in recognition, it acquires a model of the object and accumulates it to the tag. Since robots in the environment observe the object from different points of view at different time, various appearance models are accumulated as time passes. In order to accumulate many models, eigenspace analysis is applied. The eigenspace is reconstructed every time robots acquire the model. Experimental result of object recognition shows effectiveness of the proposed method.
Related Papers
- Three-Dimensional Object Recognition Systems(1993)
- → Case-Based Object Recognition(2004)27 cited
- → 3-D object recognition using a genetic algorithm(2002)4 cited
- Boosting for Generic 2D/3D Object Recognition(2010)
- → Automatic CAD-based construction of hybrid models for 3-D object recognition and localization(2002)1 cited