It is not yet decided whether the network will show the games, which kick off on September 16, on ITV1 or ITV2.
ITV said: "We're delighted to team up with Newcastle United, having covered their quarter-final and semi-final in the competition last year. They have made some excellent additions to their squad over the close season and will once again be an exciting team to watch."
Freddy Shepherd, the chairman of Newcastle United, said: "We have a terrific and long-standing relationship with ITV, which is a great friend of the club, and we are certain the deal will be of mutual benefit to both parties."
ITV has also secured live action from the second legs of Manchester United's and Liverpool's Uefa Champions League qualifying ties, which will be played at the end of this month.
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