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...
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 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 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-...
Li, "Sign language recognition using real-sense," in Proc. IEEE ChinaSIP, 2015, pp. 166-170.Y. Ma, G. Zhou, S. Wang et al., "Signfi: sign language recognition using WiFi," Proceedings of the ACM on Interactive, Mobile, ... Y Ma,Z Gang,S Wang,... - 《Proceedings of the Acm...
Pattern Recognition LettersZaki, M.M., Shaheen, S.I.: Sign language recognition using a combination of new vision based features. Pattern Recognition Letters 32(4) (2011) 572-577Zaki M M , Shaheen S I. Sign Language Recognition Using a Combination of New Vision Based Features. Pattern ...
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...
American Sign Language Recognition Using Leap Motion Controller with Machine Learning Approach. practicing sign language is not common among society; hence, this study developed a sign language recognition prototype using the Leap Motion Controller (LMC... Teak-Wei,Chong,Boon-Giin,... - 《Sensors》...
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...
Sign Language Recognition (SLR) aims at translating the sign language into text or speech, so as to realize the communication between deaf-mute people and ordinary people. This paper proposes a framework based on the Hidden Markov Models (HMMs) benefited from the utilization of the trajectories ...