@phdthesis{Gooch:2006:PSM,
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month = jun,
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author = {Amy Ashurst Gooch},
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title = {{P}reserving {S}alience {B}y {M}aintaining {P}erceptual {D}ifferences
for {I}mage {C}reation and {M}anipulation},
abstract = {Image creation is an attempt to record a scene for presentation to
a viewer. However, there is a precarious mapping between how a
scene would be perceived and how an image is perceived. For
example, although the human visual system does not have a strong
absolute sense of color or intensity, images are stored as a
discrete set of color or intensity values at each pixel. The goal
of this dissertation is to create perceptually salient images by
more directly expressing perceived differences in scenes as
displayed differences in images. This dissertation examines two
methods of perceptual difference preservation for two
long-standing problems: 1) a color to grayscale conversion
algorithm that preserves all visible color changes through
high-dimensional distance metrics; 2) hidden feature finding
techniques that identify correspondences and mismatches between
X-ray and visible light images of historically significant
paintings through segmentation and local gradient statistics.},
school = {Northwestern University},
address = {Evanston, Illinois, USA},
localfile = {papers/Gooch.2006.PSM.pdf},
year = {2006},
}
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