[PDF] Top 20 Performance Analysis of ANN based Gait Recognition

... to analysis any moving body by unknown ...of gait analysis using biometric or automatic machine is more efficient and ...accurate. Gait analysis covers the walking style uniquely and ... See full document

... of gait recognition ...maximize gait recognition performance, but it is not yet clear how different viewpoints affect recognition ...and gait recognition ... See full document

... model analysis of variance (ANOVA). Percentage correct classification (recognition rate) for normal, upward shift, upward trend, and cyclic patterns were taken as the outcomes. The outcomes for downward ... See full document

... By using canonical analysis, the maximal gen- der discrimination rate was 64% which is better than chance, but not by much. Whilst results on gender classification are disappointing, they are justifiable. With the ... See full document

... 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 ... See full document

... is based on the biomechanics of walking and running, and will serve as the foundation of an automatic person recognition system that is invariant to these distinct ...work. Analysis shows that this ... See full document

... Model based approaches aim explicitly to model human motion and rely on human movement being tracked and a model being fitted to the image ...for gait recognition based on moving feature ... See full document

... The Gait Energy Image (GEI) representation was proposed by Han and Bhanu ...[7]. Gait Energy Image (GEI) is the sum of images of the walking silhouette divided by the number of ...the performance of ... See full document

... Passive fall detection technologies utilize a variety of sensors, including motion and pressure sensors, accelerometers, and gyroscopes to monitor location, position, immobility, speed of motion, and distance covered. ... See full document

... To enhance robustness and make full use of all data, some studies create a unique mask for each test sample, as shown in Fig. 3. Exactly, Fig. 3a illustrates the approach of Whytock et al. [22], whereby a typical GEI was ... See full document

... A total of 5 participants were used to enact from a list of 10 actions and 1 normal walking activity. Markers were applied to participants tracking points on the face, hand, body and legs. The data was annotated using 1 ... See full document

... Gait recognition as a biometric attribute has the capability to be recognized in monitoring ...method based on joint angle estimation of body motion for gait recognition is ...of ... See full document

... subject based on the subject’s distinctive biological ...is gait which exploits a subject’s distinctive way of walking to perform identification without interfering with the subject’s activity [2, ...3]. ... See full document

... 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

... factor analysis and the Analytic Hierarchy Process (AHP) to analyze a questionnaire survey distributed to experienced VE ...VEW performance assessment model was designed based on the data ...VEW ... See full document

... pattern recognition has become an active area of research since late ...the performance of artificial neural network (ANN)-based control chart pattern recognition schemes through ... See full document

... the recognition performance of our algorithm, we have fused both dynamic and static gait features to yield a feature vector consisting of 48 ...The gait signature is derived using the adaptive ... See full document

... as recognition technology, controlling of system, computer system, electronic device, home appliances, flying equipment controlling, and so ...acquired based on categories. Experimental analysis is ... See full document

... subjects walking on a treadmill. Although this is an artificial setting that might a ff ect the results, using this database was essentially our only option since this is the only database that provides five views. We ... See full document

... The gait features were extracted from gait sequences by the Metropolis–Hastings method to match body parts to the image ...of gait and trajectories of joint positions which describe spatiotemporal ... See full document