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ICDAR2011 - Tutorial on Performance Evaluation in Document Image Analysis
(18/09/2011)
This tutorial will cover the key issues in performance evaluation in the most widely researched but, at the same time, more difficult to assess areas of Document Image Analysis. Whilst the focus will be mostly on Layout Analysis and OCR, the evaluation of other areas such as binarisation and geometric correction will be mentioned. All aspects of performance evaluation will be examined, from collecting a representative sample to ground truthing to defining evaluation metrics and scenarios to interpreting the results.