[PDF] Top 20 New Area Based Measures for Gait Recognition

... to gait masks can be divided into two categories, model based and ...Model based approaches aim to explicitly model human motion and rely on human movement being tracked and a model being fitted to ... See full document

... the recognition rate achieved by this new ...The recognition rate based on Mahalanobis distance matric appears to improve over the basic Euclidean distance ...the recognition rate could ... See full document

... directional recognition characteris- tics, we can systematically design the camera locations for multi-camera gait recognition ...a gait authentica- tion system using two cameras in front of a ... See full document

... pattern recognition, machine learning, and intelligent ...Face recognition [1] and fingerprint recognition [2] technologies have been widely used in commercial and forensic ...a new biological ... See full document

... A new classifier based on adaptive features and support vector machines, solving the problem of automatic gender recognition via face area analysis, is ...shows recognition rate of ... See full document

... 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 ... See full document

... a new approach to extract human joints (vertex positions) using a model-based ...by gait analysis, are parametrized using the elliptic Fourier ...major gait information is available in a ... See full document

... by new technique and by results, gait continues to show encouraging potential as a ...Large gait data bases have been constructed, specifically designed to investigate the potential of gait as ... See full document

... 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 ... See full document

... Automatic gait recognition is one of the newest of the emergent biometrics and has many advantages over other ...a gait recognition process with binary silhouette-based input images and ... See full document

... years, gait assessment using inertial body sensors is gaining more and more attention from MS researchers, because the sensors provide more precise and accurate measures than human observation and manual ... See full document

... extremely small, we propose to take the logarithm of moments so that their values are larger to avoid possible unexpected errors when computing the so-closely small numbers. This was proven through experiments either: ... See full document

... The database consists of the side views of 5 subjects, each with 5 sequences of running and of walking on an electric treadmill with speeds set at 3 and 6mph. The subjects wore their own choice of clothing. The ... See full document

... where gait is collected by the sensors attached to the person’s ...hip- based user authentication were 5%, 7%, 10% and 13%, ...of gait. Studying gait-based user authentication (in case ... See full document

... are based on analysis of silhouettes, including: the University of Maryland’s (UM’s) deployment of hidden Markov models [24] and eigenanalysis [25]; the National Institute for Standards in Technology / University ... See full document

... outcome measures will be exam- ined, it is of interest to take a closer look at the relationship between both assessment ...a gait laboratory might reveal whether these tests are sufficient to tell us ... See full document

... characteristic way, sufficiently unique that it is possible at a distance to recognise a person by their gait” [4]. Studies in psychology have progressed from establishing how humans can recognise subjects’ motion ... See full document

... whole gait cycle, and 30 evenly spaced samples are taken from the whole curve, giving a 30 element vector for each area mask ...for recognition, however, our technique is aimed at extracting the ... See full document

... a new approach to gait recognition aiming to combine some of the elements of both the holistic and model based ...of gait! In most cases it is difficult to tell what is being recognised ... See full document

... motion. Gait signatures have been derived from frequency components of the variation in inclination of the thigh, as extracted by computer vision techniques 12 ...the gait motion of the lower limbs can be ... See full document