3rd and 4th Year Projects
· Artificial Life
You can model some simple single-celled creatures wich can move around in a virtual world. You can model the internal structure of the creatures i.e. how they convert food into energy and repair damage to themselves. The creatures can get together and cooperate with each other or they can compete against each other, even eating one another. They can evolve by Darwinian evolution. Do they become more complex? Do multi-cellular creatures emerge?
· Virtual Ant Colony
Ants in a colony carry out various activities: collecting food, removing rubbish, defending the colony, looking after the young etc. Each activity is carried out at a different location. The ants leave pheromone trails behind them indicating which activity they are involved in. The ants detect the trails left by other ants and decide to switch activities if they detect too many trails from other ants involved in the same activity. The whole system is spontaneously self-organising and complex structures can emerge. Your task is to model such a system.
· Modelling simple societies - game theory
People in groups behave in different ways, some are cooperative and trusting others are aggressive and deceptive. Your task is to try to create a virtual society in which individuals behave in different ways. Each has a different strategy, which may evolve as time goes on. They individuals may learn and improve their behaviour to obtain greater rewards. What strategy works out best in the long-run?
· Digital Signal Processing applied to de-blurring images
Images can be blurred due to the camera being out of focus or due to motion. Digital signal processing techniques can be applied to de-blur the images. The same techniques can be used to improve the resolution of microscope images. Your task is to acquire some images and see if you can improve them.
· Mobile Robot with Camera – in collaboration with Movidius plc
Movidius offer multiple projects involving self-guided robots, vehicles and drones. The projects involve implementing real-time computer vision on the Myriad platform. Examples include: computing 3D maps of the robot’s environment, navigation in a crowded space and object recognition.