A research archive for the movement engine.
Surfaced academic papers and a granted patent spanning gait recognition, computer vision, biometrics, pose estimation, machine learning and privacy-preserving movement analysis — with journal references from Springer, Elsevier and Wiley · IET.
Copyright and patent rights remain with their respective rights holders. Inclusion does not imply GaitAI authorship, ownership or product-specific validation. Research relevance is set out on the research evidence map.
- 9
- Research outputs
- 8
- Surfaced academic papers
- 1
- Granted patent
- 2022–2024
- Years
Latest research
Advancements in Artificial Intelligence for Biometrics: A Deep Dive into Model-based Gait Recognition Techniques
Journey into Gait Biometrics: Integrating Deep Learning for Enhanced Pattern Recognition
Deep learning pipelines for recognition of gait biometrics with covariates: a comprehensive review
All research outputs
Data Preprocessing and Feature Selection Techniques in Gait Recognition: A Comparative Study of Machine Learning and Deep Learning Approaches
Comparative Study of Machine Learning and Deep Learning Techniques for Gait Recognition: Advances in Feature Extraction, Reduction, Transformation, and Classification
A robust covariate-invariant gait recognition based on pose features
A Covariate-Based Gait Recognition System and Method for Edge Analytics Using Optimized Deep Learning Pipeline
Intra-class variations with deep learning-based gait analysis: A comprehensive survey of covariates and methods
Protection of gait data set for preserving its privacy in deep learning pipeline
A granted Indian patent on the edge gait pipeline.
An academic patent reference covering covariate-based gait recognition for edge analytics. Rights remain with the registered rights holders; consult the official registry for the specification and legal status.
Patent reference · 2022
A Covariate-Based Gait Recognition System and Method for Edge Analytics Using Optimized Deep Learning Pipeline
Patent — Government of India · Government of India · IP India
Gait Recognition · Deep Learning · Biometrics