Gait Recognition

We devolop identity recognition technology based gait and deploy it on CCTV cameras.

Problems of face recognition

Limitations of identification conditions.
Long distance, accestories, easily affected by external environment (light, camera quality).

Gait Recogition is an effective alternative solution

Differences in movement and body shape are key to making a person's gait unique

Proposed Method

We proposed new method for Gait Recognition, called Gait CAL. 
This method using Autoencoders + BiLSTM and Gait Energy Image for Gait Encoding.

Compared to other methods, our method improves performance and accuracy significantly

Evaluate on CASIA-B dataset

Achievements

Graduation project score: 9.5
Draft for ICIP2023