A tensor motion descriptor based on histograms of gradients and optical flow
This paper presents a new tensor motion descriptor using only optical flow and HOG3D. No local features are extracted and no bag-of-features strategy is used. The descriptor is evaluated by classifying KTH, UCF11 and Hollywood2 datasets. Our method achieves competitive recognition rates in all datasets.
histogram of gradients optical flow global motion descriptor action recognition