1 April 2001 Efficient method for paired comparison
D. Amnon Silverstein, Joyce E. Farrell
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This paper describes a more efficient paired comparison method that reduces the number of trials necessary for converting a table of paired comparisons into scaler data. Instead of comparing every pair of samples (the complete method), a partial method is used that makes more comparisons between closer samples than between more distant samples. A sorting algorithm is used to efficiently order the samples with paired comparisons, and each comparison is recorded. When the sorting is completed, more trials will have been conducted between closer samples than between distant samples. Regression is used to scale the resulting comparison matrix into a one dimensional perceptual quality estimate.
©(2001) Society of Photo-Optical Instrumentation Engineers (SPIE)
D. Amnon Silverstein and Joyce E. Farrell "Efficient method for paired comparison," Journal of Electronic Imaging 10(2), (1 April 2001). https://doi.org/10.1117/1.1344187
Published: 1 April 2001
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Cited by 64 scholarly publications.
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KEYWORDS
Error analysis

Statistical analysis

Image quality

Monte Carlo methods

Data modeling

Data conversion

Distortion

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