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» Some Solutions to the Missing Feature Problem in Vision
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SLSFS
2005
Springer
14 years 1 months ago
Incorporating Constraints and Prior Knowledge into Factorization Algorithms - An Application to 3D Recovery
Abstract. Matrix factorization is a fundamental building block in many computer vision and machine learning algorithms. In this work we focus on the problem of ”structure from mo...
Amit Gruber, Yair Weiss
ICCV
1998
IEEE
13 years 12 months ago
Detecting Changes in Aerial Views of Man-Made Structures
Many applications require detecting structural changes in a scene over a period of time. Comparing intensity values of successive images is not effective as such changes don'...
Andres Huertas, Ramakant Nevatia
CVPR
2004
IEEE
14 years 9 months ago
Space-Time Video Completion
We present a method for space-time completion of large space-time "holes" in video sequences of complex dynamic scenes. The missing portions are filled-in by sampling sp...
Yonatan Wexler, Eli Shechtman, Michal Irani
ECCV
2010
Springer
13 years 10 months ago
5D Motion Subspaces for Planar Motion
In practice, rigid objects often move on a plane. The object then rotates around a fixed axis and translates in a plane orthogonal to this axis. For a concrete example, think of a...
ICCV
2005
IEEE
14 years 1 months ago
Space-Time Scene Manifolds
The space of images is known to be a non-linear subspace that is difficult to model. This paper derives an algorithm that walks within this space. We seek a manifold through the ...
Yonatan Wexler, Denis Simakov