A Review on Systems-Based Sensory Gloves for Sign Language Recognition State of the Art between 2007 and 2017

被引:142
作者
Ahmed, Mohamed Aktham [1 ,2 ]
Zaidan, Bilal Bahaa [1 ]
Zaidan, Aws Alaa [1 ]
Salih, Mahmood Maher [1 ,2 ]
Bin Lakulu, Muhammad Modi [1 ]
机构
[1] Univ Pendidikan Sultan Idris, Dept Comp, Tanjong Malim 35900, Perak, Malaysia
[2] Tikrit Univ, Comp Sci & Math Coll, Dept Comp Sci, Tikrit 34001, Iraq
关键词
sign language; glove; sensor; gesture recognition; pattern recognition; man-machine interface (MMI); classification; WORD RECOGNITION; TRANSFORM;
D O I
10.3390/s18072208
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Loss of the ability to speak or hear exerts psychological and social impacts on the affected persons due to the lack of proper communication. Multiple and systematic scholarly interventions that vary according to context have been implemented to overcome disability-related difficulties. Sign language recognition (SLR) systems based on sensory gloves are significant innovations that aim to procure data on the shape or movement of the human hand. Innovative technology for this matter is mainly restricted and dispersed. The available trends and gaps should be explored in this research approach to provide valuable insights into technological environments. Thus, a review is conducted to create a coherent taxonomy to describe the latest research divided into four main categories: development, framework, other hand gesture recognition, and reviews and surveys. Then, we conduct analyses of the glove systems for SLR device characteristics, develop a roadmap for technology evolution, discuss its limitations, and provide valuable insights into technological environments. This will help researchers to understand the current options and gaps in this area, thus contributing to this line of research.
引用
收藏
页数:44
相关论文
共 98 条
  • [1] ABDULLA D, 2016, 2016 5 INT C EL DEV, P1
  • [2] Abhishek KS, 2016, IEEE C ELEC DEVICES, P334, DOI 10.1109/EDSSC.2016.7785276
  • [3] Abualola H., 2016, P 2016 IEEE 59 INT M, P1, DOI 10.1109/MWSCAS.2016.7870143
  • [4] Aguiar S, 2016, 2016 IEEE ECUADOR TECHNICAL CHAPTERS MEETING (ETCM)
  • [5] Ahmed A., 2014, 2014 5th international conference on intelligent and advanced systems (ICIAS), P1
  • [6] Ahmed S. F., 2010, 2010 IEEE Conference on Sustainable Utilization and Development in Engineering and Technology (STUDENT 2010), P56, DOI 10.1109/STUDENT.2010.5687009
  • [7] Al-Ahdal M. Ebrahim, 2012, 2012 IEEE Symposium on Computers & Informatics, P52, DOI 10.1109/ISCI.2012.6222666
  • [8] A review of smart home applications based on Internet of Things
    Alaa, Mussab
    Zaidan, A. A.
    Zaidan, B. B.
    Talal, Mohammed
    Kiah, M. L. M.
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2017, 97 : 48 - 65
  • [9] Alvi AK., 2004, INT J INF TECHNOL, V1, P1
  • [10] Ani A. I. C., 2014, COMP SCI TECHN ICCST, P1, DOI DOI 10.1109/ICCST.2014.7045002