Progress Report

October 25th, 2005

Overview

MIAS-IRC Submission

MIAS-IRC Submission - Assorted Points

Generalisation - Final Plot

Research image
Generalisation is shown against the degree of misregistration

Overlap - Final Plot

Research image
Tanimoto overlap is shown against the degree of misregistration

Specificity - Final Plot

Research image
Specificity is shown against the degree of misregistration

Generalisation Sensitivity

Research image
Example sensitivity plot with errors propagated (Generalisation ability)

Specificity Sensitivity

Research image
Example sensitivity plot with errors propagated (Specificity)

Overlaid Plots of Sensitivity

Research image
Sensitivity is shown for each of the assessement methods
See Finalised large figure

Aggregated Sensitivities

Research image
Aggregating the curves to derive a measure of sensitivity that is independent of the degree of displacement

Sensitivity - Final Plot

Research image
A comparison between the sensitivities of different assessment measures (grouped by method)

ISBI Submission Plan

Recent Work on Face Models

Face Model Evaluation - Time Limitations

Example faces

Research image
Example face image from the dataset, which includes 68 such images with fixed dimensions (140x150 pixels)

Face Models

Research image
Face Models with varying amounts of deformation applied to the training data

Face Models and Perturbed Sets

Research image
Face models as sigma of perturbation increases (smaller example)

Synthetic images

Research image
A synthetic image drawn from the appearance model (near the mean)

Shuffle Distance in Faces

Research image
Example of the effect of shuffle distance in the context of faces

Example Shuffle Distance

Research image
More detailed example of the shuffle distance

Face Model Generalisation

Research image
Generalisation of faces models where correspondence is progressively eroded

Face Model Specificity

Research image
Specificity of faces models where correspondence is progressively eroded

Normalisation Revisited

Research image
The normalisation framework once envisioned

Thesis Structural Outline

Upcoming Deadlines and Submission Possibilities

Summary

Present and Future