Sunday, January 30, 2011

Document Recognition and Retrieval. Electronic Imaging Conference. 27-Jan-2011

"Example centric document design and development"

Wilcoxon-Mann-Whitney statistic
http://en.wikipedia.org/wiki/Mann%E2%80%93Whitney_U

Spearman Correlation Coefficient
http://en.wikipedia.org/wiki/Spearman%27s_rank_correlation_coefficient

Blueprint - Adobe Labs

Perceptron
http://en.wikipedia.org/wiki/Perceptron



"Feature relevance analysis for writer identification"

Freeman chain codes
http://en.wikipedia.org/wiki/Chain_code

Grapheme
http://en.wikipedia.org/wiki/Grapheme

Chi-squared
http://en.wikipedia.org/wiki/Chi-square_test



"Using perturbed handwriting to support writer identification in the presence of data constraints"

MGH - Model Generated Handwriting

MPG - Model Perturbed Handwriting

"Text-Independent Writer Identification and Verification on Offline Arabic Handwriting"
Bulacu, Schomaker, Brink 2007

SVM (Support Vector Machine) with radius basis kernel

McNemar's Test
http://en.wikipedia.org/wiki/McNemar%27s_test



"Statistical characterization of handwriting characteristics using automated tools"

Probabalistic Graphical Model
http://en.wikipedia.org/wiki/Graphical_model

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