Project Paper: Background

[OhmGeek]

Start writing the background section of the project paper, to explain the story behind the research.

Doing this now will mean less to do later on.

[OhmGeek]

Being worked on in PR #10

[OhmGeek]

Almost completed now. Still need to add:

• [ ] More explicitly, explain which imagenet based models are suitable and whihc aren't to our project, rather than just for the web overall.
• [ ] Remove inception module diagram. Not needed.
• [ ] Add diagram of a residual block and mention in the residual networks section.
• [ ] Source for the residual network section (because currently nothing is cited (which is a problem for cited numbers)
• [ ] Benefits of resnets for our project?

Datasets:

• [ ] Mention structure of NUAA
• [ ] Summarise explaining which datasets are ideal. Might want to add more.
• [ ] Dataset availablility being a con, with the licensing (hard to get hold of, commercial use, etc). Need to show due diligence with this.

Temporal Liveness Tests

• [ ] Add content for blink detection
• [ ] Add content for Eye Tracking
• [ ] Citation for Face Flashing.
• [ ] Overall summary of these tests for our project, the pros and cons (need both, and then to summarise).

3D Models:

• [ ] Mention VoxNet, PointNet and the other 3D classifiers.
• [ ] Methods of building 3D data including special cameras (kinect, and the drawbacks with special hardware), SFM (and drawback of large computation and required unknowns), and also neural networks. This could be an entire section to be honest

[OhmGeek]

Reopened because I pressed the wrong button.