We propose a new reconstruction scheme for magnetic resonance spectroscopic imaging (MRSI) signal based on minimizing the spatial total variation (TV) integrated with the 1 -norm ...
Information Reuse and Integration (IRI) plays a pivotal role in the capture, representation, maintenance, integration, validation, and extrapolation of information. Both informati...
Information visualization is traditionally viewed as a tool for data exploration and hypothesis formation. Because of its roots in scientific reasoning, visualization has tradition...
We consider the problem of structured classification, where the task is to predict a label y from an input x, and y has meaningful internal structure. Our framework includes super...
Peter L. Bartlett, Michael Collins, Benjamin Taska...
This paper describes how a visual system can automatically define features of interest from the observation of a large enough number of natural images. The principle complements t...