Navigating the roadblocks to spectral color reproduction: data-efficient multi-channel imaging and spectral color management

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dc.contributor.advisor Ohta, Noboru
dc.contributor.advisor Berns, Roy
dc.contributor.advisor Fairchild, Mark
dc.contributor.advisor Reilly, James
dc.contributor.author Rosen, Mitchell
dc.date.accessioned 2012-10-23T18:42:30Z
dc.date.available 2012-10-23T18:42:30Z
dc.date.issued 2003-08
dc.identifier.uri http://hdl.handle.net/1850/15391
dc.description.abstract Commercialization of spectral imaging for color reproduction will require the identification and traversal of roadblocks to its success. Among the drawbacks associated with spectral reproduction is a tremendous increase in data capture bandwidth and processing throughput. Methods are proposed for attenuating these increases with data-efficient methods based on adaptive multi-channel visible-spectrum capture and with low-dimensional approaches to spectral color management. First, concepts of adaptive spectral capture are explored. Current spectral imaging approaches require tens of camera channels although previous research has shown that five to nine channels can be sufficient for scenes limited to pre-characterized spectra. New camera systems are proposed and evaluated that incorporate adaptive features reducing capture demands to a similar few channels with the advantage that a priori information about expected scenes is not needed at the time of system design. Second, proposals are made to address problems arising from the significant increase in dimensionality within the image processing stage of a spectral image workflow. An Interim Connection Space (ICS) is proposed as a reduced dimensionality bottleneck in the processing workflow allowing support of spectral color management. In combination these investigations into data-efficient approaches improve two critical points in the spectral reproduction workflow: capture and processing. The progress reported here should help the color reproduction community appreciate that the route to data-efficient multi-channel visible spectrum imaging is passable and can be considered for many imaging modalities. en_US
dc.language.iso en_US en_US
dc.subject Color management en_US
dc.subject Spectral imaging en_US
dc.subject Spectral reproduction en_US
dc.subject.lcc TK8315 .R67 2003
dc.subject.lcsh Imaging systems en_US
dc.subject.lcsh Image processing--Digital techniques en_US
dc.subject.lcsh Color computer graphics en_US
dc.subject.lcsh Color vision en_US
dc.subject.lcsh Spectrum analysis en_US
dc.title Navigating the roadblocks to spectral color reproduction: data-efficient multi-channel imaging and spectral color management en_US
dc.type Dissertation en_US
dc.description.college College of Science en_US
dc.description.department Chester F. Carlson Center for Imaging Science en_US

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