Every baby boomer alive has likely seen—perhaps loved, maybe even owned—the paintings of big-eyed waifs by the artist Keane. I was always intrigued (and, yes, moved) by the bizarre pieces, but I never knew the story of the artist, the true artist.

BIG EYES is the incredible and often maddening true story of the true artist of those haunting...