Sign language recognition (SLR) is an important communication tool between the deaf and the external world. It is highly necessary to develop a worldwide c... J Cheng,X Chen,A Liu,... - 《Sensors》 被引量: 25发表: 2015年 Novel boosting framework for subunit-based sign language recognitio...
Sign-Language-Recognition:使用OpenCV进行印度手语识别 行业研究 - 数据集 Re**tm上传2.77 MB文件格式zipJupyterNotebook 使用OpenCV识别手语 依存关系: 1. Tensorflow 2.凯拉斯 3. OpenCV 数据集: 工具: Google Colab 怎么跑 运行ROIinOpenCV.py 在以下位置阅读整个过程: 所需:9积分电信网络下载...
Sign Language RecognitionLanguage ModelingSearch AlgorithmsWord candidatesStill Frame DetectingSystem ArchitectureExperimentsSign Language Based On PhonemesHMM-based Phone ModelDecodingSystem ArchitectureExperimentsConclusionsReferences Introduction Previous work Chinese Sign Language Feature Extraction Hidden Markov Models...
Sign language forms a communication channel among the deaf; however, automated gesture recognition could further expand their communication with the hearers. In this work, data from five-channel surface electromyogram and 3-D accelerometer from the signer's dominant hand were analyzed using intrinsic-...
on local matching results of multiple classifiers for improving classification performance.Experimental results for 201 high-frequency sign words from 4 signers obtained the classification accuracy of more than 99%,indicating the effectiveness of the proposed method for Chinese sign language recognition. ...
sign-language-gesture-recognition-from-video-sequences SIGN LANGUAGE GESTURE RECOGNITION FROM VIDEO SEQUENCES USING RNN AND CNN The Paper on this work is published here Please do cite it if you find this project useful. :) UPDATE: Cleaner and understandable code. Replaced all manual editing with...
Contains code of my 8th semester major project, part of my final year project in college! deep-learningneural-networktensorflownumpykerascnnsensor-dataknowledge-distillationindian-sign-language UpdatedAug 5, 2022 Python This is a demonstration of hand pose recognition implemented using a Flask backend ...
Sign Language Recognition using Sub-Units sequential pattern boostingdepth camerassub-unitssigner independencedata setThis paper discusses sign language recognition using linguistic sub-units. It presents ... H Cooper,EJ Ong,N Pugeault,... - 《Journal of Machine Learning Research》 被引量: 31发表:...
A real-time system for sign language recognition via hand gestures is proposed in this paper. Hands postures are detected and hand gestures are recognized based on features of hand which are extracted using the Haar-Like features. K-means clustering algorithm is used to reduce the number of ext...
Sign Language (SL) recognition is getting more and more attention of the researchers due to its widespread applicability in many fields. This paper is based on the survey of the current research trends in the field of SL recognition to highlight the current status of different research aspects ...