Stella Yu : Publications

Inferring Spatial Layout from a Single Image via Depth-Ordered Grouping
Stella X. Yu and Hao Zhang and Jitendra Malik
The 6th IEEE Computer Society Workshop on Perceptual Organization in Computer Vision, Anchorage, Alaska, 23 June 2008
Paper | Slides | Dataset

Abstract
Inferring the 3D spatial layout from a single 2D image is a fundamental visual task. We formulate it as a grouping problem where edges are grouped into lines, quadrilaterals, and finally depth-ordered planes. We demonstrate that the 3D structure of planar objects in indoor scenes can be fast and accurately inferred without any learning or indexing.

Keywords
spatial layout, shape-from-X, spectral clustering