Room Layout Estimation
17 papers with code • 1 benchmarks • 4 datasets
SUN RGB-D
Structured3D
Rent3D
Latest papers with no code
LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering
Although significant progress has been made in room layout estimation, most methods aim to reduce the loss in the 2D pixel coordinate rather than exploiting the room structure in the 3D space.
3D Room Layout Estimation Beyond the Manhattan World Assumption
Predicting 3D room layout from single image is a challenging task with many applications.
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes
The task of room layout estimation is to locate the wall-floor, wall-ceiling, and wall-wall boundaries.
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation
We propose a novel method to efficiently estimate the spatial layout of a room from a single monocular RGB image.
Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts
We propose a method for room layout estimation that does not rely on the typical box approximation or Manhattan world assumption.
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation
In this paper, we propose an alternative method to estimate room layouts of cluttered indoor scenes.
Understanding Indoor Scenes Using 3D Geometric Phrases
Visual scene understanding is a difficult problem interleaving object detection, geometric reasoning and scene classification.
Understanding Bayesian Rooms Using Composite 3D Object Models
For example, we model a chair as a set of four legs, a seat and a backrest.
