Table 4 CT evaluation of IPOIAR-DPRNN technique with existing models.

From: Enhancing indoor activity recognition for disabled persons using multi head self attention recurrent neural network with improved pelican algorithm

Methods

CT (sec)

Multi-part bag-of-poses

14.77

RF-PCA

12.70

HAR3DS-Lie Group

17.67

LMMML-Skelets

13.60

Lie group + CNN

13.31

Skeletal BoW

13.77

HDS-SP

16.20

SJACHA-3DCNN

19.53

YOLOv5

15.72

CNN

15.07

ConvLSTM

14.74

IPOIAR-DPRNN

9.55

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