A survey of structure from motion*.
The structure from motion (SfM) problem in computer vision is to recover the three-
dimensional (3D) structure of a stationary scene from a set of projective measurements …
dimensional (3D) structure of a stationary scene from a set of projective measurements …
Doppelgangers: Learning to disambiguate images of similar structures
We consider the visual disambiguation task of determining whether a pair of visually similar
images depict the same or distinct 3D surfaces (eg, the same or opposite sides of a …
images depict the same or distinct 3D surfaces (eg, the same or opposite sides of a …
Robust global translations with 1dsfm
We present a simple, effective method for solving structure from motion problems by
averaging epipolar geometries. Based on recent successes in solving for global camera …
averaging epipolar geometries. Based on recent successes in solving for global camera …
Very large-scale global sfm by distributed motion averaging
Abstract Global Structure-from-Motion (SfM) techniques have demonstrated superior
efficiency and accuracy than the conventional incremental approach in many recent studies …
efficiency and accuracy than the conventional incremental approach in many recent studies …
Global structure-from-motion by similarity averaging
Global structure-from-motion (SfM) methods solve all cameras simultaneously from all
available relative motions. It has better potential in both reconstruction accuracy and …
available relative motions. It has better potential in both reconstruction accuracy and …
A global linear method for camera pose registration
We present a linear method for global camera pose registration from pairwise relative poses
encoded in essential matrices. Our method minimizes an approximate geometric error to …
encoded in essential matrices. Our method minimizes an approximate geometric error to …
Graph-based consistent matching for structure-from-motion
Pairwise image matching of unordered image collections greatly affects the efficiency and
accuracy of Structure-from-Motion (SfM). Insufficient match pairs may result in disconnected …
accuracy of Structure-from-Motion (SfM). Insufficient match pairs may result in disconnected …
End-to-end rotation averaging with multi-source propagation
This paper presents an end-to-end neural network for multiple rotation averaging in SfM.
Due to the manifold constraint of rotations, conventional methods usually take two separate …
Due to the manifold constraint of rotations, conventional methods usually take two separate …
Network principles for sfm: Disambiguating repeated structures with local context
Repeated features are common in urban scenes. Many objects, such as clock towers with
nearly identical sides, or domes with strong radial symmetries, pose challenges for structure …
nearly identical sides, or domes with strong radial symmetries, pose challenges for structure …
Linear global translation estimation with feature tracks
This paper derives a novel linear position constraint for cameras seeing a common scene
point, which leads to a direct linear method for global camera translation estimation. Unlike …
point, which leads to a direct linear method for global camera translation estimation. Unlike …