Title :
Adaptive control of a boundary detection algorithm
Author :
Pronzato, G.L. ; Wallace, A.M.
Author_Institution :
Heriot-Watt Univ., Edinburgh, UK
Abstract :
We present an optimisation technique to select adaptively a set of control parameters for edge and boundary detection in intensity image data. The method is based on a genetic algorithm, and requires the definition of a performance measure to estimate the quality of the output in the absence of ground truth. Synthetic and real images are used to illustrate the approach
Keywords :
edge detection; adaptive control; boundary detection algorithm; control parameters; edge detection; genetic algorithm; intensity image data; low level image processing; optimisation technique; output quality; performance measure; real images; synthetic images;
Conference_Titel :
Image Processing and Its Applications, 1997., Sixth International Conference on
Conference_Location :
Dublin
Print_ISBN :
0-85296-692-X
DOI :
10.1049/cp:19970915
