Automatic modeling algorithms

Model construction difficulties

• One bad match corrupts the model

• Noisy data and spurious views

• Incomplete information – missed or untried matches

Solutions

• Combinatorial optimization – deterministic and non-deterministic

• Study simpler problem first

  • Exhaustive registration – try all pairs up front
  • Selective registration – enable view selection

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