Design Choices

No major design choices has been made. Straight forward implementation based on project spec.

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Performance

1. ROC Curves
   

   Roc for graf
   
   Roc for Yosemite
   

2. Yosemite & graf test
   

   graf

   
   

   Yosemite

   
   

3. Average AUC
   

   	Average AUC(ratio)	Average AUC(ssd)
   graf	0.509	0.574
   wall	0.711	0.654
   leuven	0.749	0.679
   bikes	0.786	0.777

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Strengths & Weaknesses

Stregths: The mops descriptors are invariant to orientation changes in the features and our matches are pretty accurate.

Weaknesses: Finding the best matches is slow since we go over all the features multiple times. Our simple descriptors are very simple since they don't use orientation and are just 5by5 windows around the pixel of interest.

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Gallery

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