Here an 512x512 image was resampled to 100x100 and then back to 512x512 separately in both directions using different kinds of filters.
Below is the original image.
Below is the box filter.
Below is the triangle filter.
Below is a Mitchell filter.
Below is a gaussian filter.
Below is a Lanczos filter.