This video is frequently cited in papers developing 3D Convolutional Neural Networks (3D CNNs) and Two-Stream Networks for identifying human movements. Other Notable Papers Using This Data
The seminal paper associated with this dataset and its corresponding video files is:
In the context of the UCF101 dataset, the naming convention v_ActionName_gXX_cYY.avi (often converted to .mp4 in modern repositories) helps identify the specific clip: vin8.mp4
(Tran et al., 2015) – Often referred to as the C3D paper, which set a standard for using UCF101 samples like vin8.mp4 for feature learning.
The "8" identifies it as part of the 8th group of videos for that specific action. This video is frequently cited in papers developing
(Simonyan & Zisserman, 2014) – This paper introduced the concept of using both spatial (RGB) and temporal (optical flow) streams.
If you are looking for the architectures that made these videos famous in AI research, you should also look at: (Simonyan & Zisserman, 2014) – This paper introduced
The "vin" prefix typically refers to the Playing Violin action category.
