P. Salembier et J. Serra, FLAT ZONES FILTERING, CONNECTED OPERATORS, AND FILTERS BY RECONSTRUCTION, IEEE transactions on image processing, 4(8), 1995, pp. 1153-1160
This correspondence deals with the notion of connected operators, Star
ting from the definition for operator acting on sets, it fs shown how
to extend it to operators acting on function, Typically, a connected o
perator acting on a function is a transformation that enlarges the par
tition of the space created by the flat zones of the functions, It is
shown that from any connected operator acting on sets, one can constru
ct a connected operator for functions (however, it is not the unique w
ay of generating connected operators for functions), Moreover, the con
cept of pyramid is introduced in a formal way. It is shown that, if a
pyramid is based on connected operators, the flat zones of the functio
ns increase with the level of the pyramid, In other words, the flat zo
nes are nested, Filters by reconstruction are defined and their main p
roperties are presented, Finally, some examples of application of conn
ected operators and use of flat zones are described.