On this page
Research Article | Open Access
Volume 14 2022 | None
MANEUVER ACTION RECOGNITION AND ALERTING THROUGH SMS USING SVM ALGORITHM COMPARED VIBE ALGORITHM
S Vamsi Govind , Nagaraju V
Pages: 5388-5397
Abstract
Aim: To recognize the maneuver action using the Support Vector Machine algorithm compared with ViBe algorithm. Materials and Methods: Support Vector Machine and ViBe algorithm with sample size (N=32)were iterated 10 times to detect the object accuracy. Novel Maneuver action detection includes the detection of objects from previous historical data. Results and Discussion: The accuracy for maneuver action detection in Support Vector Machine (97.91%) and in ViBe algorithm (91.86) is obtained. There was a statistical significance between Support Vector Machine andViBe algorithm (p=0.005).
Keywords
NovelManeuver Action, Recognition, Machine Learning, ViBe Algorithm, Support Vector Machine, Feature Extraction.
PDF
55
Views
30
Downloads