David Geraghty

VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines

We present a novel single-view surface normal estimation method that combines traditional line and vanishing point analysis with a deep learning approach. Starting from a color image and a Manhattan line map, we use a deep neural network to regress on a dense normal map, and a dense Manhattan label…