Is 3D Convolution with 5D Tensors Really Necessary for Video Analysis?

Habib Hajimolahoseini, Walid Ahmed, Austin Wen +1

In this paper, we present a comprehensive study and propose several novel techniques for implementing 3D convolutional blocks using 2D and/or 1D convolutions with only 4D and/or 3D…