478 search results - page 29 / 96 » Unsupervised Learning of Image Transformations |
108
Voted
ICMCS
2005
IEEE
15 years 8 months ago
2005
IEEE
In this paper, we propose a novel face hallucination framework based on image patches, which exploits local geometry structures of overlapping patches to hallucinate different com...
126
Voted
ICMLA
2009
15 years 2 days ago
2009
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
144
Voted
ICCV
2011
IEEE
14 years 2 months ago
2011
IEEE
Linear subspace learning (LSL) is a popular approach to image recognition and it aims to reveal the essential features of high dimensional data, e.g., facial images, in a lower di...
109
Voted
ICIAR
2004
Springer
15 years 7 months ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
130
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
A key aspect of semantic image segmentation is to integrate local and global features for the prediction of local segment labels. We present an approach to multi-class segmentatio...