Gait Recognition with Camera Viewpoint Covariate
On reducing the effect of covariate factors in gait recognition : a classifier ensemble method
... 2 P ROBLEM M ODELLING AND S OLUTION Metric-learning methods are popular for gait recognition. The learned metrics (e.g., in [4], [7], [8], [9], [10], [21], [22], [23]), used as feature extractors, may ...
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On Reducing the Effect of Covariate Factors in Gait Recognition: a Classifier Ensemble Method
... 2 P ROBLEM M ODELLING AND S OLUTION Metric-learning methods are popular for gait recognition. The learned metrics (e.g., in [4], [7], [8], [9], [10], [21], [22], [23]), used as feature extractors, may ...
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Covariate invariant gait recognition using random subspace method and its extensions
... of covariate-invariant gait ...query gait with unknown covariates, we need to dynamically suppress the ratio of the false votes and the true votes before the majority ...
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Extending quality and covariate analyses for gait biometrics
... on gait recognition performance is presented in Chapter 4 [A] ...affect gait recognition performance in the short to medium term, to the extent that what was previously ...model-free ...
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Analysis of Affective State as Covariate in Human Gait Identification
... and recognition system such as Automatic Gait Identification (AGI) due to the rise in crime rates in the US, physical assaults, and global terrorism in public ...human gait, can recognize people from ...
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Reducing Covariate Factors Of Gait Recognition Using Feature Selection, Dictionary-Based Sparse Coding, And Deep Learning
... Many gait recognition techniques have been presented in the past ...many gait recognition methods is the intra-class variations caused by covariate conditions that affect the ...
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Frontal view gait recognition with fusion of depth features from a time of flight camera
... capturing gait image sequences in two separate sessions with seven months between ...new gait cycle algorithm to identify the gait cycle ...3D gait image representations: GDE, DGDE, PGDE and ...
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Automatic recognition by gait
... of gait is that it can be used at a distance when other biometrics could be obscured or at too low a resolution to be ...perceived. Gait can be perceived for identification purposes by analyzing a sequence ...
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Automatic Gait Recognition
... that gait can be used to recognize individuals. While the examination of gait as a biometric is promising, there are limits to the utility of gait ...obviously, gait can be obscured by ...
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3-D canonical pose estimation and abnormal gait recognition with a single RGB-D camera
... tasks, gait disorders are prevalent in elderly and people with neurological conditions, which increases the risk of ...for gait monitoring at home in normal living conditions is ...their gait in ...
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Kinect-based human gait identification under different covariate factors
... applications. Gait is an attractive biometric with re- gards to human identification, in that it is unremark- able and easily captured at a distance compared with other biometrics such as the iris, fingerprints, ...
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View Invariant Gait Recognition
... Abstract Recognition by gait is of particular interest since it is the biometric that is available at the lowest resolution, or when other biometrics are (intentionally) ob- ...scured. Gait as a ...
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Sparse error gait image: a new representation for gait recognition
... Model based methods try to model the body or motion of a user based on some prior knowledge; examples include the work presented in [2], where a Kinect camera is used to obtain the 3D-skeleton of a user. Static ...
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Automatic recognition by gait: progress and prospects
... 3.1.2 Database design In order to provide an approximation to ground truth and acquire imagery for application analysis, we chose to ® lm subjects indoors and outdoors, respectively. Indoors, treadmills are most ...
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Transparent Authentication Utilising Gait Recognition
... facial recognition (GreekoSystem 2011) Different answers to control some of these components have been ...3D camera/sensor would obstruct its acknowledgement and proliferation, as they tend to be more ...
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The effect of time on gait recognition performance
... on Gait Recognition Performance Darko ...of covariate factors that affect recognition ...affect recognition the ...affect recognition significantly in the short-medium ...affects ...
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Gait Recognition: Databases, Representations, and Applications
... Figure 4 - Example of results (Copyright [2004] IEEE. Reprinted, with permission, from (87)) There have been moves towards developing 3D gait models. Examples of work in this fields are (102,103). Guoying et al. ...
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Viewpoint Manifolds for Action Recognition
... Action recognition from video is a problem that has many important applications to human motion ...the viewpoint of the camera cannot always be fixed relative to the subject, so view-invariant action ...
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Automatic Gait Recognition
... of Gait In the earliest studies of gait perception 3 participants were presented with images produced from points of light attached to body ...their gait, and can learn gait patterns for the ...
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Human Gait Recognition Based on Multiview Gait Sequences
... the recognition of human gait, most of them limit their attention to the case in which only the side view is available since this viewing angle is considered to provide the richest informa- tion of the ...
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