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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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K. Hemanth

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Open access Aug 2026

Topology-Aware Segmentation Methodology for Multi-Touched Handwritten Kannada Characters

This study presents a novel dual-algorithmic method, specifically designed for Kannada characters based on their boundary topology, which significantly outperforms the pre-trained YOLOv11 and the Watershed algorithm, which achieved success rates of 52% and 20%, respectively.

M. Malini, K. Hemanth · 0 citations

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