Invited paper at IJCV (BMVC'15 Special Issue) Q. Yu, Y. Yang, F. Liu, Y-Z. Song, T. Xiang and T. Hospedales, Sketch-a-Net: a Deep Neural Network that Beats Humans, International Journal of Computer Vision, in press