Volume : VIII, Issue : VII, July - 2019

Selective kNN based View-Invariant Person Identification

Dr. Jagadish Baburao Jadhav

Abstract :

An activity is the signature, recently found suitable for the identification of person. Besides activity recognition, activity based person identification can add the value in bio–metrics applications. This is based on the discriminant characteristics available in the particular activity of the subjects. Some of the examples of activities, but not limited to, are: running, jumping, waving hands, sitting etc. In this paper, we present preliminary study about gait activity based person identification. We also reviewed various methods, that have been applied in activity recognition and activity based person identification. The main objective of this paper is to formulate the problems and find the solutions with the novel methods that can be employed in gait activity based person identification in unconstrained and far distance bio–metrics. The widely used publicly available CASIA A gait database is used to evaluate the proposed method.

Article: Download PDF    DOI : https://www.doi.org/10.36106/paripex  

Cite This Article:

SELECTIVE KNN BASED VIEW-INVARIANT PERSON IDENTIFICATION, Dr. Jagadish Baburao Jadhav PARIPEX‾INDIAN JOURNAL OF RESEARCH : Volume-8 | Issue-7 | July-2019

Number of Downloads : 119

References :