1. Pattern recognition in gait activities using a floor sensor system
By: Omar Costilla- Reyes (Ph.D. student)
Sensing, Imaging and Signal Processing Group
School of Electrical and Electronics Engineering
My idea is to present as simple as possible and to the point.

2. Smart carpet: Floor sensor system for gait analysis
Temporal
data
Spatial data
Smart carpet features:
Inexpensive plastic optical fibres sensing technology
Senses gait data unobtrusively and uninterruptedly
Sensor system operation:
Temporal data: acquisition frames (256 Hz)
Spatial data: 116 optical fibres covering the 1x2m sensing area
Now that the jury understand what the problem is and the purpose of the research I then start presenting our smart carpet and key features.
30 sec

3. Temporal and spatial pattern recognition in gait activities using the smart carpet
Temporal domain analysis (published):
Approach: Feature engineering + ensemble learning (Random forest)
IEEE Sensors Conference 2015  DOI:  /ICSENS
Trail experiments: Analysis of gait of healthy individuals under cognitive constrains using the smart carpet
Classification of:
(1) Normal walk
(2) Normal walk + cognitive tasks (e.g. counting backwards)
Working on:
Spatial domain: Convolutional Neural Networks
Spatial + temporal domain: Two stream Neural Networks
Future directions:
Unsupervised learning, auto encoders, feature engineering, raw data analysis
Suggestions welcome 