Title :
A high-speed algorithm for elliptical object detection
Author :
Ho, Chun-Ta ; Chen, Ling-Hwei
Author_Institution :
Dept. of Comput. & Inf. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
3/1/1996 12:00:00 AM
Abstract :
A high-speed method for elliptical object location is proposed. Through the use of the geometric symmetry, it first locates the centers of elliptical objects and classifies the boundary points. Then, each point possible on an elliptical object boundary is used to obtain the remaining three parameters of the elliptical object. Since each boundary point is at most transformed to one point on the parameter space, the proposed method is very fast. Some experimental results are also given to show that the proposed method is better than some existing methods under the consideration of space and storage
Keywords :
image classification; object detection; parameter estimation; boundary points classification; elliptical object boundary; elliptical object detection; elliptical object location; experimental results; geometric symmetry; high speed algorithm; parameter estimation; parameter space; space; storage; Application software; Computer industry; Computer vision; Digital images; Image analysis; Image recognition; Object detection; Parameter estimation; Robustness; Shape;
Journal_Title :
Image Processing, IEEE Transactions on