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Agglomerative Clustering and Residual-VLAD Encoding for Human Action Recognition

Human action recognition has gathered significant attention in recent years due to its high demand in various application domains. In this work, we propose a novel codebook generation and hybrid encoding scheme for classification of action videos. The proposed scheme develops a discriminative codebo...

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Principais autores: Ammar Mohsin Butt, Muhammad Haroon Yousaf, Fiza Murtaza, Saima Nazir, Serestina Viriri, Sergio A. Velastin
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2020-06-01
Serier:Applied Sciences
Fag:
action recognition
bag-of-words
deep residual networks
clustering
feature encoding
classification
Online adgang:https://www.mdpi.com/2076-3417/10/12/4412
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