Biswas,Prabir Kr., Mukherjee,Jayanta, Chakrabarti,P.P., and Chatterji,B.N. (1992):
Qualitative description of 3-D surfaces, International Journal of Artificial Intelligence and
Pattern Recognition, 6(4), 651-672.
Abstract.
This paper describes a system which obtains a structural scene description of 3D
objects from range images. The system uses a hierarchical approach to obtain
higher level primitives from lower level ones. Instead of a detailed
mathematical approach, qualititative reasoning by rule based deduction is used
to obtain the scene description. The rule bases are also hierarchical and
several special control strategies like rule pruning, windowing (or zoning) and
fact inhibition are used to considerably improve the speed of the system.
Experimental results and performance of the system on actual range images are
presented.