Artificial Intelligence (AI) is all-pervading observed Bahaa Abdul Hadi. Every field has seen the use of AI, including biometrics. Gait recognition is a biometric feature that can be helpful in recognizing and identifying people based on the way they walk. In Gait recognition, video analysis is used to study a person’s gait. Software then extract features from the gait and uses it for identification. This is where AI can be of help.
How Gait recognition works?
One can identify a person uniquely by studying their gait. However, to identify an unknown person, hours of video footage is needed. For example, there may be a video of a masked man who cannot be identified because of the mask. His gait must be compared with videos of various suspects for identification. Carrying out a visual comparison is a very tedious process. When done by a human, it can lead to error.
Software systems are used for gait recognition. The software effectiveness can further be enhanced by using AI. When AI is used, the process of recognition becomes faster. It also is helpful in improving the accuracy of recognition. When a feature like gait is used for recognition, there is always a question on whether the recognition is correct. Using AI technology ensures the recognition is accurate and reliable.
In security systems, the use of AI allows persons to be identified quickly. Criminal investigators can use AI-based systems to identify perpetrators. Courts are now accepting evidence from gait recognition and it can be used for conviction.
Healthcare is an area where gait recognition plays an important role. Here, gait recognition techniques are used to study the gait of a person to find out if they have any health issues. It would be very useful in the treatment of people with specific disorders like musculo-skeletal problems, etc.
A key benefit of AI is that it makes use of machine learning (ML). When ML is used, it allows the gait recognition system to learn just like a human do. Every time gait recognition and analysis is done, the data obtained is used by the system to learn. This ensures that the system becomes more robust and reliable.
Conclusion
The effectiveness of gait recognition can be ensured by using AI-based software systems. When AI is used, the process of recognition is enhanced. It becomes faster with accurate results. AI has truly been a boon in gait recognition, and it would help make gait recognition used in more applications. Thank you for your interest in Bahaa Abdul Hadi blogs. For more information, please visit www.bahaaabdulhadi.com.
