Search Results for author:
Found 5 papers, 0 papers with code
Learning Image Representations for Content Based Image Retrieval of Radiotherapy Treatment Plans
To address these limitations, we propose a content based image retrieval (CBIR) method for retrieving dose distributions of previously planned patients based on anatomical similarity.
Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels
On the contrary, this study investigates image classification using graphs generated from an image-specific number of multiscale superpixels.
Learning from multiscale wavelet superpixels using GNN with spatially heterogeneous pooling
In this study, we investigate learning from a new principled representation in which individual images are represented by an image-specific number of multiscale superpixels.
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications
In recent years, significant progress has been made in developing more accurate and efficient machine learning algorithms for segmentation of medical and natural images.
On Sample Complexity of Projection-Free Primal-Dual Methods for Learning Mixture Policies in Markov Decision Processes
We compute the actions of a policy that is nearly as good as a policy chosen by a suitable oracle from a given mixture policy class characterized by the convex hull of a set of known base policies.
