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Design and Implementation of Gait Recognition System

机译:步态识别系统的设计与实现

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Gait recognition is the process of identifying an individual by the way in which they walk. This is a less unobtrusive biometric, which offers the possibility to identify people at a distance, without any interaction or co-operation from the subject; this is the property which makes it so attractive as a method of identification. This project aims to develop a system capable of automatic gait recognition. A person’s gait signature is created using a model based approach. Temporal and spatial metrics extracted from the modal, such as length of torso, shin and variation in angles of the limb or the amplitude of a persons walking pattern can all be used to create a “gait signature” of the individual which are transformed into a self similarity matrix. The use of spacio-temporal correlation method to identify the subject in subsequent video sequences.
机译:步态识别是通过他们的行走方式识别个人的过程。这是一种不太引人注目的生物测定法,它提供了在远距离识别人员的可能性,而无需与受试者进行任何交互或合作。这就是使其成为一种有吸引力的识别方法的特性。该项目旨在开发一种能够自动步态识别的系统。使用基于模型的方法来创建人的步态签名。从模态中提取的时间和空间量度,例如躯干的长度,胫骨的弯曲以及肢体角度的变化或人的行走模式的幅度,都可以用来创建个体的“步态特征”,并将其转化为“步态特征”。自相似矩阵。使用时空相关方法来识别后续视频序列中的主题。

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