244 citations · 343 across the 26 of their papers we have counts for
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cs.CV2019★ 244 cited
A Comparative Review of Recent Kinect-based Action Recognition Algorithms
Lei Wang, Du Q. Huynh, Piotr Koniusz
Video-based human action recognition is currently one of the most active research areas in computer vision. Various research studies indicate that the performance of action recogni…
cs.CV2019★ 13 cited
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs
Lei Wang, Piotr Koniusz, Du Q. Huynh
In this paper, we revive the use of old-fashioned handcrafted video representations for action recognition and put new life into these techniques via a CNN-based hallucination step…
cs.LG2019★ 11 cited
Fisher-Bures Adversary Graph Convolutional Networks
Ke Sun, Piotr Koniusz, Zhen Wang
In a graph convolutional network, we assume that the graph is generated wrt some observation noise. During learning, we make small random perturbations of the graph and tr…