A Hybrid Network for Large-Scale Action Recognition from RGB and Depth Modalities

A Hybrid Network for Large-Scale Action Recognition from RGB and Depth Modalities

The paper presents a novel hybrid network for large-scale action recognition from multiple modalities. The network is built upon the proposed weighted dynamic images. It effectively leverages the strengths of the emerging Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) based ap...

Celý popis

Podrobná bibliografie
Hlavní autoři: Huogen Wang, Zhanjie Song, Wanqing Li, Pichao Wang
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2020-06-01
Edice:Sensors
Témata:
action recognition
weighted rank pooling
weighted dynamic image
3D convolutional LSTM network
canonical correlation analysis
On-line přístup:https://www.mdpi.com/1424-8220/20/11/3305

Internet

https://www.mdpi.com/1424-8220/20/11/3305

Podobné jednotky