Wednesday, December 10, 2014

Combining Corners from multiple segmenters

In this paper results of different polyline segmenters are combined using a variation of subset feature selection to achieve a all-or-nothing accuracy of .926. This increases the low level accuracy and benefits systems that rely on geometric languages to describe shapes.


The diagram above shows how 5 different corner finders are combined.

My Thoughts: This method could not produce results in real-time. This can be improved if the process is carried out in parallel. We could also try to reuse the information calculated for one corner finding algorithm in another.

1 comment:

  1. Reusing the information calculated for one corner finder was something I was also thinking about. This functionality along with parallelization can greatly improve upon the speed of the system.

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