You need to download and build SDL_image just like you did with SDL: https://www.libsdl.org/projects/SDL_image/
Here's a specific tutorial for SDL_image and Android: http://jorhlok.net/2013/07/31/from-nix-to-android-with-sdl2-and-sdl_image-using-the-command-line-of-course/