The visual is directed Colin Tilley, who previously worked with Justin on videos for "Never Let You Go," "U Smile," "Fa La La" and, most recently, "All That Matters." Both "Confidence" and "All That Matters" are featured on Bieber's latest release, Journals, which dropped in December.
In stills from the "Confident" set, the setting appears to be a warehouse space. Beliebers can also expect a dance break from Bieber, judging by those sneak peek photos. And though there are very few details about the video, Tilley recently teased fans that Justin was "really killin it" on the shoot.
Bieber made headlines last week after he was arrested in Miami on suspicion of DUI. Shortly after the arrest, he thanked his supporters with a note of gratitude.
"YOU ARE ALL WORTHY NO MATTER WHAT ANYONE SAYS >> BE STRONG GOD IS WITH US ALL> MY BELIEBERS CHANGED MY LIFE> I WILL FOREVER BE GRATEFUL," he wrote on Twitter, hours after an Instagram post in which he compared himself to Michael Jackson.