Title :
Efficient model library access by projectively invariant indexing functions
Author :
Rothwell, C.A. ; Zisserman, A. ; Mundy, J.L. ; Forsyth, D.A.
Author_Institution :
Dept. of Eng. Sci., Oxford Univ., UK
Abstract :
Projectively invariant shape descriptors allow fast indexing into model libraries without the need for pose computation or camera calibration. Progress in building a model-based vision system for plane objects that uses algebraic projective invariants is described. A brief account of these descriptors is given, and the recognition system is described, giving examples of the invariant techniques working on real images
Keywords :
computational geometry; computer vision; image recognition; invariance; visual databases; algebraic projective invariants; indexing; model libraries; model-based vision system; plane objects; projectively invariant indexing functions; projectively invariant shape descriptors; real images; Buildings; Calibration; Cameras; Image recognition; Indexing; Layout; Libraries; Machine vision; Shape; System testing;
Conference_Titel :
Computer Vision and Pattern Recognition, 1992. Proceedings CVPR '92., 1992 IEEE Computer Society Conference on
Conference_Location :
Champaign, IL
Print_ISBN :
0-8186-2855-3
DOI :
10.1109/CVPR.1992.223219