(Springer, 2022) Antunes dos Santos, Felipe; López Molina, Carlos; Mir Fuentes, Arnau; Mendióroz Iriarte, Maite; Baets, Bernard de; Estadística, Informática y Matemáticas; Estatistika, Informatika eta Matematika
Literature contains a large variety of content-aware smoothing methods. As opposed to classical smoothing methods, content-aware
ones intend to regularize the image while avoiding the loss of relevant
visual information. In this work, we propose a novel approach to contentaware image smoothing based on fuzzy clustering, specifically the Spatial
Fuzzy c-Means (SFCM) algorithm. We develop the proposal and put it
to the test in the context of automatic analysis of immunohistochemistry
imagery for neural tissue analysis.
