Learning object shapes from examples

Details Learning object shapes from examples Learning object shapes from examples

Dec 1991

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1991spie.1567..194s&link_type=abstract

Proc. SPIE Vol. 1567, p. 194-203, Applications of Digital Image Processing XIV, Andrew G. Tescher; Ed.

Statistics

Applications

Scientific paper

This paper describes a method for learning the 2-D shapes of the objects from their sample image clips. We view an object as a congregation of a set of component parts with simple shapes. When presented with a sample image clip of an object, our learning system first detects the components of that object and saves the shape descriptions of those components in the object model. Next it determines the geometrical relationships between the components which are also saved in the object model as constraints. Finally, it generates a strategy for recognizing such an object. As we will show, our system can use this automatically extracted information to detect such an object in other scenes, even when the object is partially occluded.

Affiliated with

Also associated with

No associations

Rating

Learning object shapes from examples does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Learning object shapes from examples, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Learning object shapes from examples will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-1268731