@InProceedings{Dougherty:2001:HyHuNo,
author = "Brun, M., Hirata and R., Barrera, J. and Dougherty, E. R.",
title = "Hybrid human-machine non-linear filter design using envelopes",
booktitle = "Proceedings...",
year = "2001",
editor = "Borges, Leandro D{\'{\i}}bio and Wu, Shin-Ting",
pages = "106--111",
organization = "Brazilian Symposium on Computer Graphics and Image Processing, 14.
(SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
note = "The conference was held in Florian{\'o}polis, SC, Brazil, from
October 15 to 18.",
keywords = "Morphological operators, statistical design, constraints.",
abstract = "Machine design of a signal or image operator involves estimating
the optimal filter from sample data. In principle, relative to the
error measure used, the optimal filter is best; however, owing to
design error, the designed filter might not perform well. In
general it is suboptimal. The envelope constraint involves using
two humanly designed filters that form a lower and upper bound for
the designed operator. The method has been employed for binary
operators. This paper considers envelope design for gray-scale
filters, in particular, aperture filters. Some basic theoretical
properties are stated, including optimality of the design method
relative to the constraint imposed by the envelope. Examples are
given for noise reduction and de-blurring.",
conference-location = "Florian{\'o}polis, SC, Brazil",
conference-year = "15-18 Oct. 2001",
doi = "10.1109/SIBGRAPI.2001.963044",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2001.963044",
language = "en",
organisation = "SBC - Brazilian Computer Society",
ibi = "6qtX3pFwXQZeBBx/wiPJe",
url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/wiPJe",
targetfile = "106-111.pdf",
urlaccessdate = "2024, Apr. 28"
}