Title :
Exact and approximate solutions of the perspective-three-point problem
Author :
DeMenthon, Daniel ; Davis, Larry S.
Author_Institution :
Comput. Vision Lab., Maryland Univ., College Park, MD, USA
fDate :
11/1/1992 12:00:00 AM
Abstract :
Model-based pose estimation techniques that match image and model triangles require large numbers of matching operations in real-world applications. The authors show that by using approximations to perspective, 2D lookup tables can be built for each of the triangles of the models. An approximation called `weak perspective´ has been applied previously to this problem; the authors consider two other perspective approximations: paraperspective and orthoperspective. These approximations produce lower errors for off-center image features than weak perspective
Keywords :
function approximation; image recognition; table lookup; 2D lookup tables; image recognition; model based pose estimation; model triangles; perspective approximations; perspective-three-point problem; Computer vision; Focusing; Image recognition; Object detection; Object recognition; Parallel machines; Pattern matching; Robot vision systems; Table lookup;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on