478 search results - page 3 / 96 » Unsupervised Learning of Image Transformations |
67
Voted
ECCV
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. We address the problem of learning good features for understanding video data. We introduce a model that learns latent representations of image sequences from pairs of su...
CAIP
2001
Springer
15 years 2 months ago
2001
Springer
116
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ICML
2000
IEEE
15 years 2 months ago
2000
IEEE
In this paper, we describe our research in computer-aided image analysis. We have incorporated machine learning methodologies with traditional image processing to perform unsuperv...
101
Voted
IJCV
2010
14 years 8 months ago
2010
A decomposition is described, which parameterizes the geometry and appearance of contours and regions of gray-scale images with the goal of fast categorization. To express the con...
CVPR
2010
IEEE
15 years 2 months ago
2010
IEEE
Non-negative matrix factorization (NMF) is an excellent tool for unsupervised parts-based learning, but proves to be ineffective when parts of a whole follow a specific pattern. ...