Introduction Handwriting recognition is an essential area of study that significantly contributes to historical research, particularly when dealing with archival documents. The process of accurately transcribing historical texts is fraught with challenges, as the quality and style of handwriting can vary widely across different periods, cultures, and even individual scribes. This variability...