Abstract: Methods, devices, apparatuses, and systems for form recognition and form extraction are provided. In one aspect, a form recognition method includes: obtaining a form line extraction result of a to-be-recognized form image by performing a form line extraction process on the to-be-recognized form image, obtaining a corrected to-be-recognized form image by performing a correction process on the to-be-recognized form image based on the form line extraction result of the to-be-recognized form image and a preset form template, and performing a text recognition process on the corrected to-be-recognized form image to obtain a form recognition result. The form line extraction result includes at least one of a plurality of first form lines or a plurality of first form line intersections, and the preset form template has at least one of a plurality of preset second form lines or a plurality of preset second form line intersections.