Synthetic Brazilian Documents Database (SBR-Doc Database)
Zone Text Segmentation
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The algorithm should be capable of detecting patterns in the provided dataset; that is, to receive an image (input data) of a document (without a background), and return a picture of the same dimension with non-interest regions in black pixels and regions of interest (text regions) in white pixels.
Statistics from the dataset and experimental partition used in the Train and Test, where C1, C2, and C3 correspond to the 1st, 2nd, and 3rd Tasks, respectively.
To evaluate the methods, the following similarity metrics will be considered:
Dice Similarity Coefficient (DSC);
Scale Invariant Feature Transform (SIFT);
More information in the paper - Access to paper:
Competition on Components Segmentation Task of Document Photos
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