視頻算法調研

Non-local Neural Networks

• CVPR-2018, 2018.4.13
• Paper: Non-local Neural Networks
• GitHub: github.com/facebookres…

I3D: kinetics-i3d

• CVPR-2017, 2018.2.12
• Paper: Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
• GitHub: github.com/deepmind/ki…
• InceptionV2 → 3維

Multi-Fiber Networks for Video Recognition

• ECCV-2018, 2018.9.18
• Paper: Multi-Fiber Networks for Video Recognition
• GitHub: github.com/cypw/PyTorc…

ECO: Efficient Convolutional Network for Online Video Understanding*

• ECCV-2018, 2018.5.7
• Paper: ECO: Efficient Convolutional Network for Online Video Understanding
• GitHub: github.com/mzolfaghari…

C3D: Learning Spatiotemporal Features with 3D Convolutional Networks

• CVPR-2015, 2014.12.2
• Paper: Learning Spatiotemporal Features with 3D Convolutional Networks
• GitHub: github.com/breadbread1… (star較少)

R(2+1)D: A Closer Look at Spatiotemporal Convolutions for Action Recognition

• CVPR-2018, 2018.4.12
• Paper: A Closer Look at Spatiotemporal Convolutions for Action Recognition
• GitHub: github.com/facebookres…
• GitHub: github.com/dutran/R2Pl…

TSN: Temporal Segment Networks for Action Recognition in Videos

• CVPR-2017, 2017.5.8
• Paper: Temporal Segment Networks for Action Recognition in Videos
• GitHub: github.com/yjxiong/tsn…