Gait Energy Response Functions for Gait Recognition against Various Clothing and Carrying Status
نویسندگان
چکیده
منابع مشابه
Gait Energy Response Function for Clothing-Invariant Gait Recognition
This paper describes a method of clothing-invariant gait recognition by modifying intensity response function of a silhouettebased gait feature. While a silhouette-based representation such as gait energy image (GEI) has been popular in gait recognition community due to its simple yet effective property, it is also well known that such a representation is susceptible to clothes variations since...
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In this paper, Gait Energy Image (GEI) has constructed to apply Principal Component Analysis (PCA) with and without Radon Transform (RT). The Radon Transform is used to detect features within an image and PCA is used to reduce dimension of the images without much loss of information. The side view of slow walk; fast walk and carrying a ball walk have been selected from the CMU MoBo database for...
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Gait energy image (GEI) has been proven to be an effective gait recognition feature. It has good performance on most of public databases. However, GEI ignores most of gait motion information and doesn’t contain enough human body structure information neither, which negatively affect its robustness in varying clothing and carrying conditions. We propose a new gait recognition method called struc...
متن کاملGait recognition under carrying condition: a static dynamic fusion method
When an individual carries an object, such as a briefcase, conventional gait recognition algorithms based on average silhouette/Gait Energy Image (GEI) do not always perform well as the object carried may have the potential of being mistakenly regarded as a part of the human body. To solve such a problem, in this paper, instead of directly applying GEI to represent the gait information, we prop...
متن کاملGait Recognition
Gait A particular way or manner of moving on foot. Gait recognition is the process of identifying an individual by the manor in which they walk. This is a marker 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 ...
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ژورنال
عنوان ژورنال: Applied Sciences
سال: 2018
ISSN: 2076-3417
DOI: 10.3390/app8081380