Title
Aggregation as similarity in a morphological framework for the processing of textile images.
Abstract
Mathematical Morphology has demonstrated to be a very powerful and flexible mean for the processing of binary and grayvalue images heretofore. Nevertheless the extension of mathematical morphology to color images results non-trivial due to the vectorial nature of such signals. This paper presents an approach on color morphology based on the fuzzy integral, which is employed within a framework for the computation of similarities through the application of fuzzy aggregation operators. The main feature of the new defined morphological framework is the possibility to apply so-called targeted morphological operations on the treated images. The usefulness of this approach is demonstrated in the here presented paper on hand of the results of different pre-processing operations for an automated visual inspection system, whereby textile images are inspected.
Year
DOI
Venue
2004
10.1109/FUZZY.2004.1375446
FUZZ-IEEE
Keywords
Field
DocType
fuzzy set theory,image colour analysis,mathematical morphology,automated visual inspection system,binary image,color image,fuzzy aggregation operator,fuzzy integral,grayvalue image,mathematical morphology,textile image processing
Computer vision,Computer science,Mathematical morphology,Binary image,Fuzzy logic,Fuzzy set,Operator (computer programming),Artificial intelligence,Machine learning,Binary number,Computation
Conference
Volume
ISSN
Citations 
3
1098-7584
1
PageRank 
References 
Authors
0.39
1
3
Name
Order
Citations
PageRank
Aureli Soria-Frisch18311.13
Mario Köppen21405166.06
Bertram Nickolay319017.72