335 search results - page 1 / 67 » Neighborly Embedded Manifolds |
GRC
2008
IEEE
13 years 5 months ago
2008
IEEE
Manifold learning can discover the structure of high dimensional data and provides understanding of multidimensional patterns by preserving the local geometric characteristics. Ho...
ICIP
2009
IEEE
13 years 2 months ago
2009
IEEE
In this paper, we revisit the manifold assumption which has been widely adopted in the learning-based image superresolution. The assumption states that point-pairs from the high-r...
CVPR
2007
IEEE
14 years 6 months ago
2007
IEEE
In this paper, we propose a novel learning-based method for image hallucination, with image super-resolution being a specific application that we focus on here. Given a low-resolu...
DCG
2008
13 years 4 months ago
2008
CVPR
2004
IEEE
14 years 6 months ago
2004
IEEE
In this paper, we propose a novel method for solving single-image super-resolution problems. Given a low-resolution image as input, we recover its highresolution counterpart using...