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ENHANCING DEGRADED HANDWRITTEN DOCUMENT RECOGNITION USING RESNET BASED CRNN MODEL WITH OPTIMIZED IMAGE ENHANCEMENT

Handwritten text recognition in degraded documents remains a major challenge in document image analysis due to factors such as noise, handwriting variability, uneven lighting, faded ink, and physical distortions in historical or low-quality scans. Traditional OCR methods often perform poorly under t...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: M. Antony Sheela, J. Jencewin, S.L. Rinu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: ICT Academy of Tamil Nadu 2026-02-01
Rangatū:ICTACT Journal on Image and Video Processing
Ngā marau:
Urunga tuihono:https://ictactjournals.in/paper/IJIVP_Vol_16_Iss_3_Paper_9_3857_3862.pdf
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