A comparative study on performance of SVM and CNN in Tanzania sign language translation using image recognition

K Myagila, H Kilavo - Applied Artificial Intelligence, 2022 - Taylor & Francis
… which is the sign language used by speech impaired people in Tanzania. This study seeks
to compare the performance of SVM and CNN on translating sign language through the …

Convolutional Neural Network Approach for South African Sign Language Recognition and Translation

TG Moape, A Muzambi… - 2024 Conference on …, 2024 - ieeexplore.ieee.org
… In this work, the CNN model was trained on 12420 images of … and comparative analysis
demonstrate the efficiency of the … sign language, [6] triangulated support vector machine (SVM)…

[HTML][HTML] A survey on sign language literature

M Alaghband, HR Maghroor, I Garibay - Machine Learning with …, 2023 - Elsevier
… works addressing sign language translation studies and finally, … Error Correction Output
Code SVM (ECOC-SVM) and KNN … using 3D-CNN to classify sign language gestures and …

Indian Sign Language Digit Translation Using CNN with Swish Activation Function

S Sabharwal, P Singla - International Conference on Information Systems …, 2022 - Springer
… On comparative analysis of CNN and SVM for the classification of Tanzania sign language,
[14] … This paper proposes an Indian sign language translation model for digits using the deep …

[PDF][PDF] Alphabet-Level Indian Sign Language Translation to Text Using Hybrid-AO Thresholding with CNN.

S Sabharwal, P Singla - Intelligent Automation & Soft …, 2023 - cdn.techscience.cn
sign language alphabet recognition system using CNN with … “A comparative review on
applications of different sensors for … sign language recognition system using SURF with SVM and …

Performance Analysis of Sign Language Recognition System Using Hybrid Feature Descriptor

J Kaur, N Mittal, S Kaur - Cyber Technologies and Emerging Sciences …, 2022 - Springer
… the Support Vector Machine has higher recognition accuracy as … It is generally not possible
for a sign language interpreter to be … In this research, a comparative analysis of four different …

Enhancing Signer-Independent Recognition of Isolated Sign Language through Advanced Deep Learning Techniques and Feature Fusion

A Akdag, OK Baykan - Electronics, 2024 - mdpi.com
… R3D blocks for enhanced sign language interpretation, offering a … As a result of the
classification using CNN, a recognition … This study utilized a Support Vector Machine (SVM) to …

PCA-SVM for a Lightweight ASL Hand Gesture Image Recognition

AG Putrada, N Alamsyah, MN Fauzan… - 2023 International …, 2023 - ieeexplore.ieee.org
… Kilavo, “A comparative study on performance of svm and cnn in tanzania sign language
translation using image recognition,” Applied Artificial Intelligence, vol. 36, no. 1, p. …

An Investigation and Observational Remarks on Conventional Sign Language Recognition

TU Khan, MR Dileep - Inventive Systems and Control: Proceedings of …, 2023 - Springer
… , Spain, China, Australia and Tanzania. Human feelings, thoughts … and SVM is compared
through image recognition by … of the sign language recognition systems using CNN is 99.3%, …

… for fault detection and classifications in the electrical secondary distribution network: Methods comparison and recurrent neural network accuracy comparison

D Mnyanghwalo, H Kundaeli, E Kalinga… - Cogent …, 2020 - Taylor & Francis
Tanzania, are mainly reported by customers and through … approaches such as Support
Vector Machine (SVM), genetic … CNN explores spatially local correlations thus imposing local …