748 search results - page 1 / 150 » Learning Feature Distance Measures for Image Correspondences |
99
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
Standard but ad hoc measures such as sum-of-squared pixel differences (SSD) are often used when comparing and registering two images that have not been previously observed before....
92
Voted
IPMI
2003
Springer
16 years 1 months ago
2003
Springer
Abstract. We propose a learning method which introduces explicit knowledge to the object correspondence problem. Our approach uses an a priori learning set to compute a dense corre...
116
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IVC
2007
15 years 13 days ago
2007
ct 8 For a specific set of features chosen for representing images, the performance of a content-based image retrieval (CBIR) system 9 depends critically on the similarity or diss...
111
Voted
IVC
2007
15 years 13 days ago
2007
Many natural image sets are samples of a low-dimensional manifold in the space of all possible images. When the image data set is not a linear combination of a small number of bas...
106
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PAMI
2008
15 years 15 days ago
2008
In this paper, we present a general guideline to find a better distance measure for similarity estimation based on statistical analysis of distribution models and distance function...