Others - page 12

A model development pipeline for Crohn's disease severity assessment from magnetic resonance images

A Supervised Learning Approach for Crohn's Disease Detection Using Higher-Order Image Statistics and a Novel Shape Asymmetry Measure

Weakly Supervised Structured Output Learning for Semantic Segmentation

Unsupervised modeling of cell morphology dynamics for time-lapse microscopy

The Information Content in Sorting Algorithms

Speech Enhancement Using Generative Dictionary Learning

Probabilistic image registration and anomaly detection by nonlinear warping

Automatic, defect tolerant registration of transmission electron microscopy (TEM) images poses an important and challenging problem for biomedical image analysis, e.g. in computational neuroanatomy. In this paper we demonstrate a fully automatic stitching and distortion correction method for TEM images and propose a probabilistic approach for image registration that implicitly detects image defects due to sample preparation and image acquisition. The approach uses a polynomial kernel expansion to estimate a non-linear image transformation based on intensities and spatial features. Corresponding...

Optimization in the presence of uncertainty

Multi-assignment clustering for Boolean data

Learning Dictionaries With Bounded Self-Coherence