Accelerating Large-Kernel Convolution Using Summed-Area Tables

Linguang Zhang, Maciej Halber, Szymon Rusinkiewicz

Expanding the receptive field to capture large-scale context is key to obtaining good performance in dense prediction tasks, such as human pose estimation. While many state-of-the-…