| CPC G06V 30/413 (2022.01) [G06F 40/186 (2020.01); G06F 40/289 (2020.01); G06V 30/412 (2022.01); G06F 40/295 (2020.01); G06V 10/40 (2022.01); G06V 30/10 (2022.01)] | 20 Claims |
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1. A computer-implemented method, comprising:
receiving, from a client device, a form image;
obtaining a template indicating one or more fields to extract from the form image,
wherein at least one field is associated with a set of candidate keys for the field;
obtaining, from the form image, a set of phrases and obtaining locations of phrases; and
for the at least one field:
determining key scores for phrases from the set of phrases, a key score for a phrase indicating a likelihood that the phrase is a key for the field on the form,
identifying a set of candidate values for the field from the set of phrases,
determining a set of candidate value-neighbor pairs by identifying a set of neighbors for candidate values from the set of phrases,
determining neighbor scores for the set of candidate value-neighbor pairs, each neighbor score for each candidate value-neighbor pair determined from a combination of the key score for the neighbor of the candidate value-neighbor pair and a spatial relationship of the neighbor to the candidate value for the candidate value-neighbor pair,
selecting a candidate value-neighbor pair associated with a neighbor score above a threshold, and
setting the selected candidate value as a value of the field and the selected neighbor as the key of the field.
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