Beyond Digital Boundaries: Examining Record Keeping Practices Through Handwritten Annotations
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更新:2025-12-23 13:35:41 浏览:3次
拓展类型2
摘要
Handwritten Malayalam Script Recognition (HMSR), an Indic language predominantly spoken in the Indian state of Kerala, presents a unique set of challenges due to the complex nature of its script. This script, derived from ancient Brahmi, features a combination of curved and straight lines, intricate ligatures, and a wide range of character set that make it a formidable task for automated recognition systems. In this abstract, we are mentioning the difficulties associated with recognizing handwritten Malayalam script and discuss the key approaches used in tackling this problem. This Systematic Review (SR) involved the gathering, consolidation, and examination of research articles pertaining handwritten recognition of the Malayalam script in publications spanning from 2006 to 2023. We conducted a systematic review, adhering to a predefined protocol to gather information from well-established electronic databases. We employed various search methods, including keyword searches, forward and backward reference searching, to comprehensively identify articles relevant to the topic. After a rigorous selection process, we identified and included 121 articles in this systematic review. This review article aims to present the latest findings and advancements in the field of Malayalam handwritten recognition while also shedding light on areas of research that require further exploration.
关键词
Classification, Feature Extraction, Handwritten Malayalam script recognition.
稿件作者
Gargy G
Noorul Islam Centre for Higher Education
A. Shajin Nargunam
Noorul Islam Centre for Higher Education
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