Title :
Idempotent closing and opening operations in fuzzy mathematical morphology
Author :
Baets, Bernardd E.
Author_Institution :
Dept. of Appl. Math. & Comput. Sci., Gent Univ., Belgium
Abstract :
A logical approach to the fuzzification of binary mathematical morphology is presented. The fuzzy dilation and fuzzy erosion are introduced independently, using the fuzzy logical operators `conjunctor´ and `implicator´. In this way, duality relationships are not forced from the very beginning. It is shown that by choosing suitable fuzzy logical operators, all classical duality and other relationships can be preserved. Following a similar line of reasoning, it is possible to obtain the idempotence of the fuzzy closing and fuzzy opening. This important result leads to the introduction of the concept of B-open and B-closed fuzzy objects. Fundamental classical theorems are generalized for the minimum operator and its residual implicator, and for the Lukasiewicz t-norm and its residual implicator
Keywords :
duality (mathematics); fuzzy logic; fuzzy set theory; image processing; mathematical morphology; B-closed fuzzy objects; B-open fuzzy objects; Lukasiewicz t-norm; conjunctor; duality relationships; fuzzy dilation; fuzzy erosion; fuzzy logical operators; fuzzy mathematical morphology; idempotent closing operations; idempotent opening operations; minimum operator; residual implicator; Computer science; Construction industry; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Gray-scale; Mathematics; Morphological operations; Morphology; Shape;
Conference_Titel :
Uncertainty Modeling and Analysis, 1995, and Annual Conference of the North American Fuzzy Information Processing Society. Proceedings of ISUMA - NAFIPS '95., Third International Symposium on
Conference_Location :
College Park, MD
Print_ISBN :
0-8186-7126-2
DOI :
10.1109/ISUMA.1995.527698