Sign language recognition using deep learning on custom processed static gesture images

A Das, S Gawde, K Suratwala… - … Conference on Smart …, 2018 - ieeexplore.ieee.org
Sign Language detection by technology is an overlooked concept despite there being a
large social group which could benefit by it. There are not many technologies which help in …

An effective sign language learning with object detection based ROI segmentation

S Kim, Y Ji, KB Lee - 2018 second IEEE international …, 2018 - ieeexplore.ieee.org
This paper proposes a novel sign language learning method which employs region of
interest (ROI) segmentation preprocessing of input data through an object detection network …

Sign language learning system with image sampling and convolutional neural network

Y Ji, S Kim, KB Lee - 2017 First IEEE International Conference …, 2017 - ieeexplore.ieee.org
This paper proposes a novel sign language learning system based on 2D image sampling
and concatenating to solve the problems of conventional sign recognition. The system …

Human‐like sign‐language learning method using deep learning

Y Ji, S Kim, YJ Kim, KB Lee - ETRI Journal, 2018 - Wiley Online Library
This paper proposes a human‐like sign‐language learning method that uses a deep‐
learning technique. Inspired by the fact that humans can learn sign language from just a set …

[PDF][PDF] Hand Sign To Text Conversion Using ML

S Waghmare, P Rathod, V Satdeve, R Gaware… - COMPUTER, 2024 - journalcrd.org
Hand sign language is an essential form of communication for individuals with hearing
impairments. However, the language barrier between sign language users and non-sign …

[PDF][PDF] DEAFNET: Deaf-friendly Communication Network

V Rajvanshi, S Singh, U Patil… - Indiana Journal of …, 2024 - indianapublications.com
Hand gestures play a crucial role in sign language, facilitating non-verbal communication
primarily for individuals facing hearing or speech challenges. Sign language systems …

Virtual Institute for the Modelling of Industrial Manufacturing Systems (VIMIMS)-implementation of an international platform for teaching and research

G Von Cleminski, J Lopitzsch… - … Conferences on Info …, 2001 - ieeexplore.ieee.org
The aim of an ongoing research project carried out by six European research and
educational institutions is to establish a Virtual Institute for the Modelling of Industrial …

[引用][C] 객체인식네트워크를이용한수화동작분류

김선목, 지양호, 이기백 - 대한전기학회학술대회논문집, 2018 - dbpia.co.kr
본 논문에서는 객체검출네트워크 (object detection network) 를 통한 입력 데이터의 관심 영역
(ROI) 세분화 전 처리를 사용하는 새로운 수화 학습 방법을 제안한다. 입력으로 2D 이미지 …