Segmentation of an input by cut point classification
AssigneeGoogle Inc.
InventorsLi-Lun Wang, Thomas Deselaers, Henry Allan Rowley
Life of this patent
Estimating the term…
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AssigneeGoogle Inc.
InventorsLi-Lun Wang, Thomas Deselaers, Henry Allan Rowley
Estimating the term…
Techniques are provided for segmenting an input by cut point classification and training a cut classifier. A method may include receiving, by a computerized text recognition system, an input in a script. A heuristic may be applied to the input to insert multiple cut points. For each of the cut points, a probability may be generated and the probability may indicate a likelihood that the cut point is correct. Multiple segments of the input may be selected, and the segments may be defined by cut points having a probability over a threshold. Next, the segments of the input may be provided to a character recognizer. Additionally, a method may include training a cut classifier using a machine learning technique, based on multiple text training examples, to determine the correctness of a cut point in an input.
A computer-implemented method comprising:
A system comprising:
A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:
Dependencies are inferred from the claim text.