Publications
International Journals
| Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud. "Boosting k-NN for categorization of natural scenes". In International Journal of Computer Vision (IJCV). Springer, 2012 (to appear). | 
|
| Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud. "Leveraging k-NN for Generic Classification Boosting". In Neurocomputing (Special Issue on Machine Learning for Signal Processing), Vol. 80: 3-9. Elsevier, March 2012. | 
|
| Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud. "Combining spatial and temporal patches for scalable video indexing". In Multimedia Tools and Applications, Vol. 48 (1): 89-104. Springer, May 2010. | 
|
Book Chapters
|
Paolo Piro, Michel Barlaud, Richard Nock, Frank Nielsen.
"k-NN Boosting Prototype Learning for Object Classification". In "Analysis, Retrieval and Delivery of Multimedia Contents". Springer, 2011 (to appear). |
|
|
Jenny Benois-Pineau, Sandrine Anthoine, Claire Morand, Jean-Philippe Domenger, Eric Debreuve, Wafa Bel Haj Ali, Paolo Piro.
"Scalable Indexing of HD Video". In "High-quality visual experience". Springer, 2010. |
 |
|
Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud.
"Sparse Multiscale Patches for Image Processing". In ETCV, volume 5416 of LNCS. Springer, 2009. |
 |
Conference Papers
| Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud. "Multi-Class Leveraged k-NN for Image Classification". In ACCV '10, Queenstown, New Zealand, November 2010. | 
|
| Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud. "Leveraging k-NN for Generic Classification Boosting". In MLSP '10, Kittilä, Finland, August 2010. |
|
| Paolo Piro, Richard Nock, Frank Nielsen, Michel Barlaud. "Boosting Bayesian MAP Classification". In ICPR '10, Istanbul, Turkey, August 2010. |
|
| Wafa Bel Haj Ali, Paolo Piro, Eric Debreuve, Michel Barlaud. "From Descriptor to Boosting: Optimizing the k-NN Classification Rule". In CBMI '10, Grenoble, France, June 2010. | |
| Paolo Piro, Michel Barlaud, Richard Nock, Frank Nielsen. "k-NN Boosting Prototype Learning for Object Classification". In WIAMIS '10, Desenzano del Garda, Italy, April 2010. |
|
| Frank Nielsen, Paolo Piro, Michel Barlaud. "Bregman Vantage Point Trees for Efficient Nearest Neighbor Queries". In ICME '09, New York City, US, July 2009. |
|
|
Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud.
"Scalable Spatio-temporal Video Indexing Using Sparse Multiscale Patches".
In CBMI '09, Chania, Greece, June 2009. |
|
| Frank Nielsen, Paolo Piro, Michel Barlaud. "Tailored Bregman Ball Trees for Effective Nearest Neighbors". In EuroCG '09, Bruxelles, Belgium, March 2009. |
|
| Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud. "Sparse Multiscale Patches (SMP) for Image Categorization". In Advances in Multimedia Modeling (MMM) '09, Sophia-Antipolis, France, January 2009. |
|
| Paolo Piro, Sandrine Anthoine, Eric Debreuve, Michel Barlaud. "Image retrieval via Kullback-Leibler divergence of patches of multiscale coefficients in the k-NN framework". In CBMI, London, UK, June 2008. | |
| Sandrine Anthoine, Paolo Piro, Eric Debreuve, Michel Barlaud. "Using neighborhood distributions of wavelet coefficients for on-the-fly, multiscale-based image retrieval. In WIAMIS, Klagenfurt, Austria, May 2008. | |
Ph.D. thesis
|
Paolo Piro.
"Learning prototype-based classification rules in a boosting framework:
application to real-world and medical image categorization". University of Nice-Sophia Antipolis, January 2011. |
|