Doing scrape on Instagram

I would like to know if it is possible to "grab" the links of all the photos of an instragram profile without using Api?

With the code below I can only get the 20 most recent photos.

$.getJSON('https://crossorigin.me/https://www.instagram.com/nygiants/media', 
function(data) {
  console.log(data);
});