Continuous Human Action Recognition Using Depth-MHI-HOG and a Spotter Model

Continuous Human Action Recognition Using Depth-MHI-HOG and a Spotter Model

In this paper, we propose a new method for spotting and recognizing continuous human actions using a vision sensor. The method is comprised of depth-MHI-HOG (DMH), action modeling, action spotting, and recognition. First, to effectively separate the foreground from background, we propose a method ca...

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Bibliographic Details
Main Authors: Hyukmin Eum, Changyong Yoon, Heejin Lee, Mignon Park
Format: Article
Language:English
Published: MDPI AG 2015-03-01
Series:Sensors
Subjects:
continuous human action recognition
depth-MHI-HOG (DMH)
hidden Markov model
action modeling
action spotting
spotter model
Online Access:http://www.mdpi.com/1424-8220/15/3/5197

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