The best papers w.r.t. Bayesian techniques in image *retrieval* 
are (in my humble opinion) from Nuno Vasconcelos, especially:

@InProceedings{vasconcelos99,
  author =       {N. Vasconcelos and A. Lippman},
  title =        {Probabilistic retrieval: new insights and experimental
                  results},
  booktitle =    {Workshop on {CAIVL}, {CVPR} '99},
  year =         1999,
  address =      {Denver},
  annote =       {Cool results, applying the Bayesian framework to CBR
                  techniques. It really works!}
}

Arjen

| Hi UAI People!
| 
| 
|    I started working in my PHD project, 
| and I would be gratefull if anyone could
| indicate some bibligraphic reference.
|   I'm interest in texts that tackle with
| learning bayesian networks models for 
| Image Interpretation.
| 
| 
| Thanks
| 
| Jos� Carlos
| 

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