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Improved gait recognition by gait dynamics normalization [PDF]

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006
Potential sources for gait biometrics can be seen to derive from two aspects: gait shape and gait dynamics. We show that improved gait recognition can be achieved after normalization of dynamics and focusing on the shape information. We normalize for gait dynamics using a generic walking model, as captured by a population Hidden Markov Model (pHMM ...
Zongyi Liu, Sudeep Sarkar
exaly   +3 more sources

Gait Analysis Using Wearable Sensors

Sensors, 2012
Weijun Tao, Tao Liu, Rencheng Zheng
exaly  

Human Identification Using Temporal Information Preserving Gait Template

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
JunPing Zhang, Jian Pu, Xiaoru Yuan
exaly  

Recent developments in human gait research: parameters, approaches, applications, machine learning techniques, datasets and challenges

Artificial Intelligence Review, 2016
, Rajesh Kumar, Namita Mittal
exaly  

The OU-ISIR Gait Database Comprising the Large Population Dataset and Performance Evaluation of Gait Recognition

IEEE Transactions on Information Forensics and Security, 2012
Yasushi Makihara, Yasushi Yagi
exaly  

Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion

Information Fusion, 2019
Hongyu Zhao, Sen Qiu, Jiaxin Wang
exaly  

Dual tasking, gait rhythmicity, and Parkinson's disease: Which aspects of gait are attention demanding?

European Journal of Neuroscience, 2005
Nir Giladi, Chava Peretz, Shmuel Springer   +2 more
exaly  

The gait deviation index: A new comprehensive index of gait pathology

Gait and Posture, 2008
Michael H Schwartz, Adam Rozumalski
exaly  

Gait variability and basal ganglia disorders: Stride‐to‐stride variations of gait cycle timing in parkinson's disease and Huntington's disease

Movement Disorders, 1998
Merit E Cudkowicz, A L Goldberger, Jeffrey M Hausdorff   +2 more
exaly  

The role of executive function and attention in gait

Movement Disorders, 2008
Jeffrey M Hausdorff, Nir Giladi
exaly