The idea of this project is to design a system that can understand the sign language accurately so that the less fortunate people may communicate with the outside world without the need of an interpreter. By keeping in mind the fact that in normal cases every human being has the same hand...
Jebali, M., Dalle, P., Jemni, M. (2014). Sign Language Recognition System Based on Prediction in Human-Computer Interaction. In: Stephanidis, C. (eds) HCI International 2014 - Posters’ Extended Abstracts. HCI 2014. Communications in Computer and Information Science, vol 435. Springer, Cha...
Lee G, Yeh FH, Hsiao YH (2014) Kinect-based taiwanese sign-language recognition system. Multimed Tools Appl:1-19Lee, G., Yeh, F.H., Hsiao, Y.H.: Kinect-based taiwanese sign-language recognition sys- tem. Multimedia Tools and Applications pp. 1-19 (2014)...
摘要: In this paper an attempt has been made to design a sign language recognition system. An intelligent glove has been designed to automate the communication betw关键词: inertial measurement unit (IMU) IOT Support Vector Machine(SVM) Machine Learning American Sign Language (ASL) ...
Sign language is a method of communication for the hearing-impaired. This paper proposes a recognition system which helps to translate the performed American Sign Language (ASL) gestures into texts. It is designed to capture the forearm surface electromyogram (sEMG) as the input and uses the Hidd...
This work presents an image pattern recognition system using neural network for the identification of sign language to deaf people. The system has several stored image that show the specific symbol in this kind of language, which is employed to teach a multilayer neural network using a back propa...
A SOFM/HMM System for Person-Independent Isolated Sign Language Recognition. A hybrid SOFM/HMM system, which combines self-organizing feature maps (SOFMs) with hidden Markov models (HMMs), is presented for person-independent Chinese... G Wen 被引量: 5发表: 2001年 Sign language recognition base...
Sign Language Recognition (SLR) system is a method which allow deaf people to communicate with society. In this study, Real-Time Sign Language recognition system was proposed by using the surface Electromyography (sEMG). To this purpose, sEMG data acquired from subject right forearm for all twent...
由于传统手语识别(sign language recognition)具有VISigns(视觉上难以辨认标志)的问题,作者提出了一个新颖的框架NLA-SLR去提高手语识别准确率,这个框架利用自然文本语言去介入到训练过程,以期望得到更高的手语识别效果。最后是得到了一个sota(state-of-the-art)的性能。 摘要 由于视觉上难以区分的手语标志VISigns(visual...
In last decade lot of efforts had been made by research community to create sign language recognition system which provide a medium of communication for differently-abled people and their machine translations help others having trouble in understanding such sign languages. Computer vision and machine le...