In the upscale image processing / computer vision, downscale translation understanding

I recently SAN network (Second-order Attention Network for Single Image Super-Resolution), which Upscale module understanding is not very clear, the next check is (scale or amount) Zoom in / out meaning, meaning close to the scale up / scale down, recorded

reference

http://blog.sciencenet.cn/blog-350729-756006.html