Physical Sciences and Mathematics Commons^™

Intelligent Stitching: Transforming Offline Stroke Extraction For Online Handwriting Recognition, Curtis Wigington, William Barrett

Journal of Undergraduate Research

Images of historical documents are being collected and archived much faster than volunteers can possibly index them alone. Improvements in offline handwriting recognition could greatly accelerate the work of indexing by FamilySearch. Offline handwriting recognition has already been shown to be effective in assisting indexers and automating the transcription of historical documents into searchable texts. As documents are collected from all around the world, generalized techniques that are robust to damage and noise are needed. Effective stroke extraction and processing is an important tool in improving current recognition techniques.