Review Article
Exploring Sign Language Detection on Smartphones: A Systematic Review of Machine and Deep Learning Approaches
Table 4
Summary of the included literature.
| | Study | Year | Type | Publisher |
| | [25, 26] | 2012 | Conference | ACM | | [27] | 2013 | Conference | ACM | | [28–33] | 2014 | Conference | IEEE | | [34] | 2014 | Journal | Pensee Journal | | [35–41] | 2015 | Conference | IEEE | | [42] | 2015 | Conference | Elsevier | | [43] | 2015 | Conference | ACM | | [44–46] | 2016 | Conference | ACM | | [47] | 2016 | Conference | British Machine Vision Conference | | [48–50] | 2016 | Conference | IEEE | | [51] | 2016 | Journal | Elsevier | | [52] | 2016 | Journal | International Journal of Electrical and Computer Engineering (IJECE) | | [53] | 2016 | Journal | Journal of Information Assurance & Security | | [54] | 2016 | Journal | Technology and Health Care | | [55] | 2017 | Conference | Heriot-Watt University | | [56–59] | 2017 | Conference | ACM | | [2, 60–63] | 2017 | Conference | IEEE | | [64] | 2017 | Journal | ACM | | [65] | 2017 | Journal | Computer Vision and Pattern Recognition | | [66] | 2017 | Journal | Far East Journal of Electronics and Communications | | [67] | 2017 | Journal | International Journal of Information Technology | | [68] | 2017 | Journal | Sensors | | [69–71] | 2018 | Conference | ACM | | [72–78] | 2018 | Conference | IEEE | | [79, 80] | 2018 | Conference | Springer | | [81] | 2018 | Journal | Entropy | | [82] | 2018 | Journal | Informatics | | [83] | 2018 | Journal | Elsevier | | [84] | 2018 | Journal | International Journal on Recent and Innovation Trends in Computing and Communication | | [85] | 2018 | Journal | Springer | | [86–99] | 2019 | Conference | ACM | | [100] | 2019 | Conference | Association for Computational Linguistics | | [101] | 2019 | Conference | Elsevier | | [102–114] | 2019 | Conference | IEEE | | [115] | 2019 | Conference | Springer | | [116] | 2019 | Journal | Journal of Education and Practice | | [117] | 2019 | Journal | International Journal of Ambient Computing and Intelligence (IJACI) | | [118] | 2019 | Journal | International Journal of Interactive Multimedia and Artificial Intelligence | | [119] | 2019 | Journal | ACM | | [120–125] | 2020 | Conference | ACM | | [126] | 2020 | Conference | European Language Resources Association (ELRA) | | [127, 128] | 2020 | Conference | IEEE | | [129, 130] | 2020 | Conference | Springer | | [131] | 2020 | Journal | Applied Sciences | | [132] | 2020 | Journal | Computer Vision and Pattern Recognition | | [133] | 2020 | Journal | Telkomnika | | [134] | 2020 | Journal | Springer | | [135] | 2020 | Journal | International Journal of Advanced Trends in Computer Science and Engineering | | [136] | 2020 | Journal | Elsevier | | [137] | 2020 | Journal | ACM | | [138] | 2020 | Journal | IEEE | | [139] | 2021 | Conference | Atlantis Press | | [140] | 2021 | Conference | IEEE | | [141] | 2021 | Journal | Elsevier | | [142] | 2021 | Journal | Springer | | [143] | 2022 | Journal | IEEE | | [144–146] | 2022 | Conference | Springer | | [147] | 2023 | Journal | Elsevier | | [148–150] | 2023 | Journal | Springer | | [151] | 2023 | Journal | ACM | | [152] | 2023 | Conference | Springer |
|
|
