Robust gait recognition using gait energy image and band-limited phase-only correlation

Authors:
Min Wang;Wei Jia;Huanglin Zeng;Xiao-Feng Wang
Affiliations:
College of Auto.& Inf. Eng., Sichuan University of Science and Technology, Sichuan, China;Hefei Institute of Intelligent Machines, Chinese Academy of Science, Hefei, China;College of Auto.& Inf. Eng., Sichuan University of Science and Technology, Sichuan, China;Department of Computer Science and Technology, Hefei University, Hefei, China
Venue:
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Year:
2011

Citing 10
Cited 0

Individual Recognition Using Gait Energy Image

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition

ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast communication: Gait recognition based on dynamic region analysis

Signal Processing
An Effective Approach for Iris Recognition Using Phase-Based Image Matching

IEEE Transactions on Pattern Analysis and Machine Intelligence
A Palmprint Recognition Algorithm Using Phase-Only Correlation

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
A study on gait-based gender classification

IEEE Transactions on Image Processing
Clothing-invariant gait identification using part-based clothing categorization and adaptive weight control

Pattern Recognition
Fast communication: Active energy image plus 2DLPP for gait recognition

Signal Processing
Gait flow image: A silhouette-based gait representation for human identification

Pattern Recognition

Quantified Score

Hi-index	0.00

Visualization

Abstract

Variations in clothing or taking something during walking change a walker's appearance, making the problem of gait recognition much more difficult. In this paper, we exploit Band-Limited Phase-Only Correlation (BLPOC) method combine Gait Energy Image (GEI) for gait recognition. We use BLPOC method for feature extraction and matching in GEI. The results of experiments conducted on gait dataset CASIA_B show that BLPOC based method is significant robust on the walker's appearance change compare to Principal Component Analysis (PCA) in GEI.