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» Spatiotemporal-chromatic structure of natural scenes
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NIPS
2004
13 years 8 months ago
Modeling Nonlinear Dependencies in Natural Images using Mixture of Laplacian Distribution
Capturing dependencies in images in an unsupervised manner is important for many image processing applications. We propose a new method for capturing nonlinear dependencies in ima...
Hyun-Jin Park, Te-Won Lee
CSL
2002
Springer
13 years 7 months ago
Learning visually grounded words and syntax for a scene description task
A spoken language generation system has been developed that learns to describe objects in computer-generated visual scenes. The system is trained by a `show-and-tell' procedu...
Deb K. Roy
CVPR
2012
IEEE
11 years 9 months ago
Discovering and exploiting 3D symmetries in structure from motion
Many architectural scenes contain symmetric or repeated structures, which can generate erroneous image correspondences during structure from motion (Sfm) computation. Prior work h...
Andrea Cohen, Christopher Zach, Sudipta N. Sinha, ...
CVPR
2007
IEEE
14 years 9 months ago
Consistent Temporal Variations in Many Outdoor Scenes
This paper details an empirical study of large image sets taken by static cameras. These images have consistent correlations over the entire image and over time scales of days to ...
Nathan Jacobs, Nathaniel Roman, Robert Pless
ICCV
2003
IEEE
14 years 9 months ago
Fragmentation in the Vision of Scenes
Natural images are highly structured in their spatial configuration. Where one would expect a different spatial distribution for every image, as each image has a different spatial...
Jan-Mark Geusebroek, Arnold W. M. Smeulders