Tuesday, September 11, 2012

Project Ideas

As the weeks go by, the pressure to find a project topic is building. I haven't found a specific project idea that I'm interested in yet, but I have some general ideas about what I'd like to do.

Generally, I want to do a project in the field of Artificial Intelligence or Machine Learning.

Computer Vision / Image processing might be an interesting topic to look in to, and I've found some interesting papers involving: solving jigsaw puzzles or detecting pedestrians. Some of these papers are really cool, not only in the computation and math behind them, but also in the problems they are solving. It is really interesting when the problem that is being solved is something that a human can relate to - such as solving a jigsaw puzzle.

One of my initial ideas for something that I found interesting (but haven't been able to turn in to a project yet) was the idea of having multiple independent robots which work together to achieve a certain goal, sometimes referred to as Swarm Robotics. For example: this or this. I don't have the background, knowledge, or time to actually implement something like this in hardware, but I could possibly simulate it or do a project specifically related to Swarm Intelligence.

1 comment:

  1. Simulating natural system behavior could be interesting, you may compare your simulation result with real natural behavior, like the spider web in this introduction paper:

    http://staff.washington.edu/paymana/swarm/krink_01.pdf

    Check out the resources at this page, although it seems the owner hasn't updated the site for a while:
    http://staff.washington.edu/paymana/swarm/

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