Title :
Automatic antibiograms inhibition halo determination through texture and directional filtering analysis
Author :
Salgado, Luis ; Menéndez, José M. ; Rendón, Enrique ; García, Nurciso ; Ruiz, Víctor
Author_Institution :
ETSI Telecomunicacion, Univ. Politecnica de Madrid, Spain
Abstract :
A new segmentation and analysis strategy to automatically measure the inhibition halos (IHs) in antibiograms is presented. It is based on the application of a combined texture and directional filtering analysis technique on the result of a segmentation process which incorporates colour analysis and Hough transform applications. The computational efficiency is highly improved by applying the different processing stages to selected areas of the acquired images and exploiting a priori information about the IHs shape and distribution
Keywords :
Hough transforms; automatic testing; filtering theory; image colour analysis; image segmentation; image texture; medical image processing; Hough transform; antibiogram test; antibiotics; automatic antibiograms inhibition halo determination; colour analysis; colour antibiogram images; computational efficiency; directional filtering analysis; image segmentation; inhibition halos distribution; inhibition halos shape; texture analysis; Antibiotics; Area measurement; Computational efficiency; Filtering; Image color analysis; Image segmentation; Microorganisms; Plastics; Shape; Testing;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958572