35 citations · 129 across the 14 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 12 cited
UCT: Learning Unified Convolutional Networks for Real-time Visual Tracking
Zheng Zhu, Guan Huang, Wei Zou +2
Convolutional neural networks (CNN) based tracking approaches have shown favorable performance in recent benchmarks. Nonetheless, the chosen CNN features are always pre-trained in…
cs.CV2017★ 13 cited
End-to-end Video-level Representation Learning for Action Recognition
Jiagang Zhu, Wei Zou, Zheng Zhu
From the frame/clip-level feature learning to the video-level representation building, deep learning methods in action recognition have developed rapidly in recent years. However,…
cs.CV2017★ 5 cited
Learning Gating ConvNet for Two-Stream based Methods in Action Recognition
Jiagang Zhu, Wei Zou, Zheng Zhu
For the two-stream style methods in action recognition, fusing the two streams' predictions is always by the weighted averaging scheme. This fusion method with fixed weights lacks…