What you claimed is true, and from my side, I think this problem is simple.
I will propose an algorithm for this.

First, I choose two black and two white squares from the board (red tiles are removed tiles) , now start from the pink square, and continue placing dominoes horizontally till the entire row is full. This is important because we need to place dominoes from the starting tile of every row. This will always work if there is no removed tile in that row.

On moving to the next row, we see that there is a removed tile, so by our way there will be a gap of one tile left. Place that with a vertical domino, and continue this with other rows. You will see that the entire board will be covered.
Why This Method Works?
This works because when there is a one tile gap, we are placing a domino vertically, and that domino is also covering one of the squares above it's row. If that row, specifically, has a removed tile, that row will get covered. If not, then that row will also have a one tile gap, and we place another domino vertically, and so on. Notice that in every step, whenever there are two removed tiles, the entire board can be covered. So removing two more tiles does not matter, we can still cover the board.
Note :- This will also work if we consider columns instead of rows.
This topic, however, is interesting because it can make us think that for which $n$ , if we remove $2n$ tiles from an $m * m$ board ($n < \frac{m^2}{2}$) it is always possible to fill it up with dominoes, because for $n = 62$ in this case, this definitely won't work.
An example a tiling requested by @Jaap Scherpuis:-

I have taken an example of two removed tiles in the same bottom row, allowing me to place two vertical tiles, and notice in the end it perfectly fitted with dominoes. Also notice that I have only tried my algorithm, that is I have placed only horizontal dominoes wherever possible.