Iterative Morphology for Fault Detection in Stochastic TexturesM. Mirmehdi, R. Marik, M. Petrou, J. Kittler, Iterative Morphology for Fault Detection in Stochastic Textures. IEE Electronic Letters, 32 (5). ISSN 0013-5194, pp. 443–444. February 1996. No electronic version available.
The detection of abnormalities in stochastic textures is a challenging task in comparison to locating faults in replicated texture images. This Letter demonstrates a technique based in the spatial and feature domains and detects abnormal formulations across the surface of randomly-textured images. The technique is based on colour clustering followed by structural processing with morphological operators.