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Model-based learning of local image features for unsupervised texture segmentation
We note that the features can be learned from a small set of images, from a single image, or even from image patches.
A Bimodal Co-Sparse Analysis Model for Image Processing
In this paper, we propose a co-sparse analysis model that is able to capture the interdependency of two image modalities.
A Joint Intensity and Depth Co-Sparse Analysis Model for Depth Map Super-Resolution
High-resolution depth maps can be inferred from low-resolution depth measurements and an additional high-resolution intensity image of the same scene.
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