[HTML][HTML] Recursive feature elimination for improving learning points on hand-sign recognition

RC Chen, WE Manongga, C Dewi - Future Internet, 2022 - mdpi.com
Hand gestures and poses allow us to perform non-verbal communication. Sign language is
becoming more important with the increase in the number of deaf and hard-of-hearing …

[HTML][HTML] Sign language recognition method based on palm definition model and multiple classification

N Amangeldy, S Kudubayeva, A Kassymova… - Sensors, 2022 - mdpi.com
Technologies for pattern recognition are used in various fields. One of the most relevant and
important directions is the use of pattern recognition technology, such as gesture …

Automatic Digit Hand Sign Detection With Hand Landmark

RC Chen, WE Manongga, C Dewi… - … on Machine Learning …, 2022 - ieeexplore.ieee.org
Sign language is challenging to understand and needs a lot of practice before it can be
mastered. With the growth of the deaf and the hard-of-hearing community, researchers are …

Ensemble Transfer Learning for Hand-sign Digit Image Classification

AMA Siddik, AM Abdal, A Lawi… - Journal of Advanced …, 2025 - semarakilmu.com.my
Hand sign classification is a challenging task in image processing and machine learning.
Robust learning algorithms are essential to achieve optimal performance. Ensemble transfer …

Sign Language Digits Recognition Technology Based on a Convolutional Neural Network

O Voloshynskyi, V Vysotska… - 2023 IEEE 12th …, 2023 - ieeexplore.ieee.org
This paper uses a convolutional neural network to solve the problem of the image
recognition of digits in sign language. The dataset consists of 2062 images. There are about …

Bornomala: A Deep Learning-Based Bangla Image Captioning Technique

J Naim, MB Hossain, A Adhikary - International Conference on Machine …, 2022 - Springer
Image captioning, giving a description of an image is becoming popular nowadays. Bangla
is spoken by almost 260 million people on the planet. However, a little effort or research has …

Using Finger for Smart Home Applications

RC Chen, WK Chao… - … Conference on Consumer …, 2023 - ieeexplore.ieee.org
In today's society, the demand for smart technology is getting higher and higher, and how
integrating technology into life in this smart society is a very important issue. Society already …

A Simplistic & Fast approach to Bangla Handwritten Digit Recognition using Convolutional Neural Network

EA Emon, IK Adil, A Ahbab - 2021 - 103.82.172.44
Handwritten digit recognition has consistently a major test because of its variety of shape,
size, and composing style. Accurate Handwritten Digit Recognition is becoming challenging …