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Author

D. Vaghela

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Open access Aug 2026

Deep Learning-Based Indian Sign Language Alphabet Recognition Using Convolutional Neural Networks

Transfer learning is applied with a deep learning system based on EfficientNet-B0 for the automatic recognition of ISL letters, which distinguishes almost all ISL alphabet gestures except for similar-looking hand signs, which cause minor confusion.

Chauhan Pareshbhai Mansangbhai, D. Vaghela, Mahesh Goyani et al. · 0 citations
Open access Aug 2026

Enhancing Continuous Sign Language Recognition through MGPT-based Segmentation and Structured Position-Aware Decoding

The results indicate that introducing motion-consistent segmentation and structured decision fusion seems to be a good way for updating the CSLR systems beyond simply endwise paradigms.

Chauhan Pareshbhai Mansangbhai, D. Vaghela, Mahesh Goyani et al. · 0 citations

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