System and Method for Efficient Recognition of Handwritten Characters in Documents

摘要

A system and computer-implemented method for efficient recognition of one or more handwritten characters in one or more documents is provided. The system comprises an image input module configured to receive the one or more documents as one or more images. The system further comprises a snippet extraction module to extract one or more fields of information from the one or more received images. Furthermore, the system comprises a segmentation module to segment the one or more extracted fields of information into one or more segments. Also, the system comprises a feature extraction module configured to extract one or more handwritten characters from each of the one or more segments. In addition, the system comprises a character recognition module configured to recognize the one or more extracted handwritten characters. The system further comprises a language processing module configured to detect and correct errors in the one or more recognized characters.

主权项

1. A system for efficient recognition of one or more handwritten characters in one or more documents, the system comprising:
an image input module configured to receive the one or more documents as one or more images; a snippet extraction module configured to extract one or more fields of information from the one or more received images; a segmentation module configured to segment the one or more extracted fields of information into one or more segments; a feature extraction module configured to extract one or more handwritten characters from each of the one or more segments; a character recognition module configured to recognize the one or more extracted handwritten characters; and a language processing module configured to detect and correct one or more errors in the one or more recognized characters, wherein detecting and correcting the one or more errors comprises:
analyzing content in the vicinity of each of the one or more recognized characters;predicting one or more characters for each of the one or more recognized characters in the extracted fields of information based on the analyzed content;comparing each of the one or more recognized characters with the one or more predicted characters to detect the one or more errors in the one or more recognized characters; andimplementing one or more pre-stored error correction rules and pre-stored error correction algorithms corresponding to the one or more detected errors.