Optimization of Deep CNN-based Bangla Sign Language Recognition using XGBoost classifier

Author:

Islam Raima1ORCID,Khan Mashequr Rahman1ORCID,Islam Md Zunayedul1ORCID,Alam Md. Mustakin1ORCID,Hossain Md Sabbir1ORCID,Mehedi Md Humaion Kabir1ORCID,Rasel Annajiat Alim1ORCID

Affiliation:

1. CSE, BRAC University, Bangladesh

Publisher

ACM

Reference19 articles.

1. Shahjalal Ahmed , Md Islam , Jahid Hassan , Minhaz Uddin Ahmed , Bilkis Jamal Ferdosi , Sanjay Saha , Md Shopon , 2019. Hand sign to Bangla speech: a deep learning in vision based system for recognizing hand sign digits and generating Bangla speech. arXiv preprint arXiv:1901.05613 ( 2019 ). Shahjalal Ahmed, Md Islam, Jahid Hassan, Minhaz Uddin Ahmed, Bilkis Jamal Ferdosi, Sanjay Saha, Md Shopon, 2019. Hand sign to Bangla speech: a deep learning in vision based system for recognizing hand sign digits and generating Bangla speech. arXiv preprint arXiv:1901.05613 (2019).

2. A hybrid approach for Bangla sign language recognition using deep transfer learning model with random forest classifier

3. Jerome  H Friedman . 2001. Greedy function approximation: a gradient boosting machine. Annals of statistics ( 2001 ), 1189–1232. Jerome H Friedman. 2001. Greedy function approximation: a gradient boosting machine. Annals of statistics (2001), 1189–1232.

4. Two-Handed Bangla Sign Language Recognition Using Principal Component Analysis (PCA) And KNN Algorithm

5. A machine learning based approach for the detection and recognition of Bangla sign language

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