Table 5 CT analysis of GRHIP-EDLIBWO technique with existing models.

From: Gesture recognition for hearing impaired people using an ensemble of deep learning models with improving beluga whale optimization-based hyperparameter tuning

Methodology

CT (s)

2DCNN and LSTM-LMS

19.63

CNN-2layer LSTM

13.63

3DCNN-SL-GCN

12.96

CNN + RNN

14.35

Pose Estimation + LSTM

20.88

LiST-LFCISLT

14.02

ANN Algorithm

10.12

MLP Model

18.79

hDNN-SLR

20.11

Bi-LSTM

15.33

HNN

17.22

VA-E

14.02

GRHIP-EDLIBWO

9.21