Deep Learning of Fuzzy Weighted Multi-Resolution Depth Motion Maps with Spatial Feature Fusion for Action Recognition

Deep Learning of Fuzzy Weighted Multi-Resolution Depth Motion Maps with Spatial Feature Fusion for Action Recognition

Human action recognition (HAR) is an important yet challenging task. This paper presents a novel method. First, fuzzy weight functions are used in computations of depth motion maps (DMMs). Multiple length motion information is also used. These features are referred to as fuzzy weighted multi-resolut...

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Bibliographic Details
Main Authors: Mahmoud Al-Faris, John Chiverton, Yanyan Yang, David Ndzi
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Journal of Imaging
Subjects:
action recognition
transfer learning
multi-resolution
feature fusion
Online Access:https://www.mdpi.com/2313-433X/5/10/82

Internet

https://www.mdpi.com/2313-433X/5/10/82

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