Perhaps the simplest argument is geometric. A sketch makes it evident that if $c\le\ell$, the lefthand side is the number of points of $\Bbb N\times\Bbb N$ lying in the convex hull of the points $\langle 0,1\rangle$, $\langle 0,c\rangle$, $\langle 1,1\rangle$, $\langle \ell-c,\ell\rangle$, and $\langle\ell,\ell\rangle$. For $c\le j\le\ell$ the $j$-section has $c+1$ points, and for $1\le j
$$\sum_{k=0}^{\min\\{j,c\\}}1=\min\\{j+1,c+1\\}\;.$$
Here’s the sketch:
!enter image description here
The colored regions contain the points in question. The orange region comprises the $j$-sections with $c+1$ points; the blue, the $j$-sections with $j+1$ points.
For $c>\ell$ the blue region expands to the top of the square.