Gait recognition
The influence of segmentation on individual gait recognition
... of gait silhouette quality on the performance and practicability of model-free gait recognition ...HumanID Gait Challenge Problem data set due to the shadow of the individuals, varying ...
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2 5D multi view gait recognition based on point cloud registration
... the gait features for identifying the human ...view-invariant gait recognition, a multi-view synthesizing method based on point cloud registration (MVSM) to generate multi-view training galleries is ...
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An Efficient Gait Recognition with Backpack Removal
... 2.2. Database. In this paper we use the CASIA dataset C [15]. In the database, each subject has ten walking sequences: he/she walks normally four times, walks slowly twice, and walks quickly twice, all without a ...
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A Method of DTW Based Gait Recognition and Gait Data from Kinect
... Currently, the research methods of gait recognition feature extraction can be divided into two types: model method and non-model method. The method of the model is to use the inherent physiological ...
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Robust arbitrary view gait recognition based on parametric 3D human body reconstruction and virtual posture synthesis
... 2016 Robust arbitrary view gait recognition based on parametric 3D human body reconstruction and virtual posture synthesis.. Pattern Recognition, 60.[r] ...
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Modelling the time variant covariates for gait recognition
... a gait recognition problem when two databases (the gallery and probe) were recorded with a time interval of 6 months between the finish of recording the first database (gallery) and the start of recording ...
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A floor sensor system for gait recognition
... measurement. Gait has been proposed as a biometric[10] which overcomes this closeness ...Formally, gait is the pattern or action of an individuals motion on foot. In gait recognition the ...
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Directional characteristics evaluation of silhouette-based gait recognition
... One promising extension of gait recognition is to use inputs from multiple or moving cameras. Personal authentication systems at building entrances, for exam- ple, can use multiple cameras installed in ...
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GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition
... Most works in deep learning focus on regular input represen- tations like sequence and images. The concept of unordered set is first introduced into computer vision by (Charles et al. 2017) (PointNet) to tackle point ...
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Determinants in Human Gait Recognition
... the gait pattern of the ...based recognition set up. In this paper, we have analyzed the recognition per- formance of dynamic features from different parts of the ...efficient gait ...
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New Area Based Measures for Gait Recognition
... to gait recognition aiming to combine some of the elements of both the holistic and model based ...recognise gait by using equations, however this would be difficult to extend to non- human ...
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Human gait recognition with matrix representation
... We utilize average silhouettes for gait recognition because of the following observations. First, they are more robust than the time-series-based silhouette representation [13], especially since binary ...
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Automatic Gait Recognition by Symmetry Analysis
... automatic gait recognition based on analysing the symmetry of human motion, by using the Generalised Symmetry ...that gait is a symmetrical pattern of motion and by other ...derived gait ...
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Gait Recognition Using Background Subtraction
... goal. Gait analysis is a proper solution as long as people need to walk and it almost cannot be ...coats. Recognition rate for angel view, 90 degrees, was obtained ...
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Automatic gait recognition by symmetry analysis
... derived gait signatures for silhouette and optical flow in- ...better recognition rates than achieved using the two modalities separately but our aim here is to establish whether human gait has ...
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GAIT RECOGNITION USING SVM and NN
... ABSTRACT: Recognition of any individual is a task to identify ...Human recognition methods such as face, fingerprints and iris generally require a cooperative subject and close proximity or physical ...
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Gait recognition based on the golden ratio
... of gait images to eliminate the problem caused by clothing, whereas Hossain et ...the gait into different parts according to the anatomical proportion and used different parts for the recognition ...
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Hybrid Classifier for gait recognition
... Surf feature is used for matching in this system it is a robust local feature detector that can be used in computer vision tasks like object recognition or 3D reconstruction. Interest points are selected at ...
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Uniscale and multiscale gait recognition in realistic scenario
... the gait challenge experiments, the weighted average identification rate, ...for gait representation to reduce the dimension- ality of the feature space and extends marginal Fisher analysis to marginal ...
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Robust view invariant multiscale gait recognition
... in gait recognition as it results in the loss of boundary characteristics of a subject which are usually affected by the variation in clothing and carrying ...in gait recognition to achieve ...
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