步态识别 Resources

Showing items tagged with "步态识别"

Gait recognition is an emerging biometric identification technology that identifies individuals by analyzing their walking patterns. Although research is still ongoing, it has gained significant attention as a non-invasive method that doesn't require subject cooperation. The MATLAB implementation typically involves preprocessing video sequences, extracting gait features using algorithms like GEI (Gait Energy Image), and applying classification methods such as SVM or neural networks for identification.

MATLAB 211 views Tagged

MATLAB source code for Multilinear Principal Component Analysis, initially developed for face recognition and gait recognition applications, with subsequent extensions to various other domains

MATLAB 231 views Tagged

This repository contains a fully tested implementation of the complete gait recognition pipeline. The code covers video frame extraction, background modeling, moving object detection, morphological processing (dilation/erosion and connectivity analysis), size normalization, gait energy image construction, PCA dimensionality reduction, and LDA classification.

MATLAB 258 views Tagged