## Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning

*Lai, Rongjie*;

*Li, Jia*;

- Subject: Computer Science - Computer Vision and Pattern Recognition | 65D18, 65J22, 68U10, 68Q32 | Mathematics - Numerical Analysisacm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

Low-rank structures play important role in recent advances of many problems in image science and data science. As a natural extension of low-rank structures for data with nonlinear structures, the concept of the low-dimensional manifold structure has been considered in ... View more

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Rensselaer Polytechnic Institute ( RPI ) United StatesWebsite url: http://www.rpi.edu/90%RENSSELAER POLYTECHNIC INSTITUTE 90% - Metrics

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