Search Results - "Garcia, Eric K."

Completely Lazy Learning by Garcia, Eric K, Feldman, Sergey, Gupta, Maya R, Srivastava, Santosh

“…Local classifiers are sometimes called lazy learners because they do not train a classifier until presented with a test sample. However, such methods are…”
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OCR binarization and image pre-processing for searching historical documents by Gupta, Maya R., Jacobson, Nathaniel P., Garcia, Eric K.

“…We consider the problem of document binarization as a pre-processing step for optical character recognition (OCR) for the purpose of keyword search of…”
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Adaptive Local Linear Regression With Application to Printer Color Management by Gupta, M.R., Garcia, E.K., Chin, E.

“…Local learning methods, such as local linear regression and nearest neighbor classifiers, base estimates on nearby training samples, neighbors. Usually, the…”
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Regression Strategies for Low-Dimensional Problems with Application to Color Management by Garcia, Eric K

“…Nonparametric regression is the task of estimating a relationship between predictor variables and response variables from a set of training examples while…”
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Color Management of Printers by Regression over Enclosing Neighborhoods by Chin, E.M., Garcia, E.K., Gupta, M.R.

“…A popular color management standard for controlling color reproduction is the ICC color profile. The core of the ICC profile is a look-up-table which maps a…”
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Gamut Expansion for Video and Image Sets by Anderson, H., Garcia, E.K., Gupta, M.R.

“…A semi-automated gamut expansion method is proposed for transforming the colors of video and images to take advantage of extended-gamut displays. In…”
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