244 citations · 439 across the 46 of their papers we have counts for
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cs.CV2020★ 69 cited
Tensor Representations for Action Recognition
Piotr Koniusz, Lei Wang, Anoop Cherian
Human actions in video sequences are characterized by the complex interplay between spatial features and their temporal dynamics. In this paper, we propose novel tensor representat…
cs.CV2020★ 49 cited
Self-supervising Action Recognition by Statistical Moment and Subspace Descriptors
Lei Wang, Piotr Koniusz
In this paper, we build on a concept of self-supervision by taking RGB frames as input to learn to predict both action concepts and auxiliary descriptors e.g., object descriptors.…