Browsing Vision, Graphics and Visualisation Group by Author "Strange, Harry"

Now showing items 1-4 of 4

Cancer Risk Assessment Related to Anatomical Tissue Types

He, Wenda; Denton, Erika R. E.; Zwiggelaar, Reyer; Strange, Harry (2008-07)
Classification Performance related to Intrinsic Dimensionality in Mammographic Image Analysis

Strange, Harry; Zwiggelaar, Reyer (2009-07)

In the problem of mammographic image classification one seeks to classify an image, based on certain aspects or features, into a risk assessment class. The use of breast tissue density features provide a good way of ...
Iterative Hyperplane Merging: A Framework for Manfiold Learning

Strange, Harry; Zwiggelaar, Reyer (2010-09)

We present a framework for the reduction of dimensionality of a data set via manifold learning. Using the building blocks of local hyperplanes we show how a global manifold can be reconstructed by iteratively merging these ...
Parallel Projections for Manifold Learning

Strange, Harry; Zwiggelaar, Reyer (2010)

Manifold learning is a widely used statistical tool which reduces the dimensionality of a data set while aiming to maintain both local and global properties of the data. We present a novel manifold learning technique which ...

Now showing items 1-4 of 4

Search Cadair