Importance of Human Gait Analysis in Biometric Recognition using Machine Learning: A Review

When it comes to protecting consumers from security breaches, biometric recognition has proven to be a highly attractive approach. Biometric gait recognition is a popular issue in biometric research right now. The importance of biometric user recognition based on gait, which is more productive as compared to a number of other biometric traits, is discussed in this study. Various studies have been considered for various processes that have been employed in the past years for human gait analysis and biometric recognition via gait. The introduction of new technology brings with it new obstacles. Similarly, there are several obstacles or hurdles in gait analysis, which are explored in this article. This research study has also examined and studied numerous machine-learning algorithms, such as supervised-machine-learning, reinforcement-learning, etc., and concluded which are the most effective machine algorithms for this goal.