《Two-Stream Convolutional Networks for Action Recognition in Videos》论文笔记
这篇论文是2015年发表在NIPS上的一篇文章，利用双流卷积神经网为视频中的行为识别提供类一种新的思路。 下面是个人做的总结和部分翻译。 论文贡献 提出了一个结合时间和空间网络的双流卷及网络构架。 证明了利用多帧密集的光流场的卷及网络即使在数据较少时也能表现优异的性能。 展示了应用于两个不同的行为分类的数据集的多任务学习能够用来增加训练数据量并且能够提高在两个数据集上的性能。 介绍 李飞飞提出通过
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- 1. 译：Two-stream convolutional networks for action recognition in videos
- 2. 译：Two-Stream Convolutional Networks for Action Recognition in Videos
- 3. 论文阅读：Two-Stream Convolutional Networks for Action Recognition in Videos
- 4. Two-Stream Convolutional Networks for Action Recognition in Videos读书笔记
- 5. Two-Stream Convolutional Networks for Action Recognition in Videos算法笔记
- 6. 论文：3D Convolutional Neural Networks for Human Action Recognition
- 7. Two-Stream Convolutional Networks for Action Recognition in Videos（summary part）
- 8. 视频动作识别--Two-Stream Convolutional Networks for Action Recognition in Videos
- 9. Two-Stream Convolutional Networks for Action Recognition in Videos翻译
- 10. 动作识别阅读笔记(一)《Two-Stream Convolutional Networks for Action Recognition in Videos》
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相关文章
- 1. 译：Two-stream convolutional networks for action recognition in videos
- 2. 译：Two-Stream Convolutional Networks for Action Recognition in Videos
- 3. 论文阅读：Two-Stream Convolutional Networks for Action Recognition in Videos
- 4. Two-Stream Convolutional Networks for Action Recognition in Videos读书笔记
- 5. Two-Stream Convolutional Networks for Action Recognition in Videos算法笔记
- 6. 论文：3D Convolutional Neural Networks for Human Action Recognition
- 7. Two-Stream Convolutional Networks for Action Recognition in Videos（summary part）
- 8. 视频动作识别--Two-Stream Convolutional Networks for Action Recognition in Videos
- 9. Two-Stream Convolutional Networks for Action Recognition in Videos翻译
- 10. 动作识别阅读笔记(一)《Two-Stream Convolutional Networks for Action Recognition in Videos》