Pattern Recognition, International Conference on (2002)
Quebec City, QC, Canada
Aug. 11, 2002 to Aug. 15, 2002
Alain Boucher , INRIA
Monique Thonnat , INRIA
This paper presents a novel approach for 3D object recognition and classification. The originality of this approach is the combination of statistical reasoning, feature learning and expertise knowledge from the application. It is based on 2D processing of images alternating with 3D validation of class characteristics for recognition. Classification is based on iterative refinement of hypotheses. An application is presented for pollen grain observed with light microscopy for allergy prevention.
M. Thonnat and A. Boucher, "Object Recognition from 3D Blurred Images," Pattern Recognition, International Conference on(ICPR), Quebec City, QC, Canada, 2002, pp. 10800.