Yangyang Feng

2 accepted papers

2017

Realistic human action recognition: When CNNS meet LDS

Lei Zhang, Yangyang Feng, Xuezhi Xiang, Xiantong Zhen

ICASSP 2017accepted

In this paper, we proposed new framework for human action representation, which leverages the strengths of convolutional neural networks (CNNs) and the linear dynamical system (LDS) to represent both spatial and temporal structures of actions in videos. We make two principal contributions: first, we…

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2016

Realistic human action recognition: When deep learning meets VLAD

Lei Zhang, Yangyang Feng, Jiqing Han, Xiantong Zhen

ICASSP 2016accepted

Human action recognition from realistic scenarios is extremely challenging due to large intra-class variation and complex background clutters. In this paper, by leveraging the strength of deep learning and vector of locally aggregated descriptors (VLAD), we propose a new methods for human action rec…

Cited by 0 Source ↗Scholar ↗