List of publications



journals   journals u/r   journals u/c   book chapters   proceedings   conferences u/r   tech reports   theses




journal papers



  1. Fabio Cuzzolin
    Geometry of Dempster's rule of combination
    IEEE Transactions on Systems, Man, and Cybernetics part B, 34 (2), pages 961- 977, April 2004
    Geometry of Dempster's rule of combination


  2. Fabio Cuzzolin
    Algebraic structure of the families of compatible frames of discernment
    Annals of Mathematics and Artificial Intelligence, 45 (1-2), pages 241-274, 2005
    Algebraic structure of the families of compatible frames of discernment


  3. Fabio Cuzzolin
    Two new Bayesian approximations of belief functions based on convex geometry
    IEEE Transactions on Systems, Man, and Cybernetics part B, 37 (4), 2007
    Two new Bayesian approximations of belief functions based on convex geometry


  4. Fabio Cuzzolin
    A geometric approach to the theory of evidence
    IEEE Transactions on Systems, Man, and Cybernetics part C, 2008 (to appear)
    A geometric approach to the theory of evidence



journal papers under review



  1. Fabio Cuzzolin
    The geometry of consonant belief functions: simplicial complexes of possibility measures, submitted to Fuzzy Sets and Systems, August 2006
    First draft Revised version


  2. Fabio Cuzzolin
    On the fiber bundle structure of the space of belief functions
    submitted to the Annals of Combinatorics, October 2006


  3. Fabio Cuzzolin
    Moebius inverses of plausibility and commonality functions and their geometric interpretation
    submitted to the International Journal of Uncertainty, Fuzziness, and Knowledge-Based Systems, December 2006
    First draft Revised version


  4. Fabio Cuzzolin
    An interpretation of consistent belief functions in terms of simplicial complexes
    submitted to Information Sciences, December 2006
    First draft Revised version


  5. Fabio Cuzzolin
    Dual properties of the relative belief of singletons
    submitted to the IEEE Transactions on Fuzzy Systems, February 2007
    First draft Revised version


  6. Fabio Cuzzolin
    On the properties of the intersection probability
    submitted to Artificial Intelligence, February 2007


  7. Fabio Cuzzolin
    Geometry of relative plausibility and belief of singletons
    submitted to the Annals of Mathematics and Artificial Intelligence, June 2007


  8. Fabio Cuzzolin
    Metric consistent approximations of belief functions
    submitted to the IEEE Transactions on Fuzzy Systems, March 2008


  9. Fabio Cuzzolin
    A study of Bayesian approximations of belief functions in the probability simplex
    submitted to the IEEE Transactions on Systems, Man, and Cybernetics part B, March 2008


journal papers in preparation



  1. Fabio Cuzzolin
    Learning evidential models for example-based object pose estimation
    to submit to Information Fusion Journal, Summer 2008


  2. Fabio Cuzzolin
    Consonant approximations of belief functions through Lp norms
    to submit to the Journal of the Royal Statistical Society, part B, Summer 2008


  3. Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, and Radu Horaud
    Robust coherent Laplacian protrusion segmentation along 3D sequences,
    to submit to the IEEE Transactions on Pattern Analysis and Machine Intelligence , Summer 2008


  4. Diana Mateus, Fabio Cuzzolin, David Knossow, Edmond Boyer, and Radu Horaud
    Spectral matching of dense voxel-sets by orthogonal alignment in an embedding space,
    to submit to the International Journal of Computer Vision, Summer 2008


  5. Fabio Cuzzolin
    The notion of independence in the theory of evidence: An algebraic study
    to submit to Discrete Mathematics, July 2008


  6. Fabio Cuzzolin
    On the credal structure of consistent probabilities
    to submit to the International Journal on Approximate Reasoning, July 2008


book chapters



  1. Fabio Cuzzolin, A lattice-theoretic interpretation of independence on frames, in ``Interval / Probabilistic Uncertainty and Non-classical Logics", Advances in Soft Computing , Vol. 46, Huynh, V.-N.; Nakamori, Y.; Ono, H.; Lawry, J.; Kreinovich, V.; Nguyen, H.T. (Eds.)
    Springer-Verlag, Berlin - Heidelberg, 2008


  2. Fabio Cuzzolin, Semantics of the relative belief of singletons, in ``Interval / Probabilistic Uncertainty and Non-classical Logics", Advances in Soft Computing , Vol. 46, Huynh, V.-N.; Nakamori, Y.; Ono, H.; Lawry, J.; Kreinovich, V.; Nguyen, H.T. (Eds.)
    Springer-Verlag, Berlin - Heidelberg, 2008


  3. Fabio Cuzzolin, Bilinear modeling for identity recognition from gait, in preparation


conference papers



  1. Andrea Sorrentino, Fabio Cuzzolin and Ruggero Frezza, Using hidden Markov models and dynamic size functions for gesture recognition, Proceedings of the 8th British Machine Vision Conference (BMVC97) (Adrian F. Clark, ed.), vol. 2, pp. 560-570, September 1997
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  3. Fabio Cuzzolin and Ruggero Frezza, Combining qualitative and quantitative models for motion reconstruction of articulated objects, Mathematical Theory of Networks and Systems (MTNS98), Padova, July 1998


  4. Fabio Cuzzolin and Ruggero Frezza, An evidential reasoning framework for object tracking, SPIE - Photonics East 99 - Telemanipulator and Telepresence Technologies VI (Matthew R. Stein, ed.), vol. 3840, pp. 13-24, September 19-22, 1999
  5. . ABSTRACT

  6. Fabio Cuzzolin and Ruggero Frezza, Integrating feature spaces for object tracking, Proceedings of the International Symposium on the Mathematical Theory of Networks and Systems (MTNS2000), Perpignan, France, June 21-25, 2000
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  8. Fabio Cuzzolin, Families of compatible frames of discernment as semimodular lattices, International Conference of the Royal Statistical Society (RSS2000), Reading, UK, September 12-15, 2000
  9. Abstract

  10. Fabio Cuzzolin and Ruggero Frezza, Geometric analysis of belief space and conditional subspaces, Proceedings of the 2nd International Symposium on Imprecise Probabilities and Their Applications (ISIPTA2001), Ithaca, NY, June 26-29, 2001
  11. . HTML Poster

  12. Fabio Cuzzolin and Ruggero Frezza, Lattice structure of the families of compatible frames of discernment, Proceedings of the 2nd International Symposium on Imprecise Probabilities and Their Applications (ISIPTA2001), Ithaca, NY, June 26-29, 2001
  13. . Poster

  14. Fabio Cuzzolin, Lattice modularity and linear independence, 18th British Combinatorial Conference, University of Sussex, Brighton, UK, July 1-6, 2001


  15. Fabio Cuzzolin, Geometry of Dempster's rule, Special Session on Knowledge Representation under Vagueness and Uncertainty, 2002 International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'02), Singapore, November 18-22, 2002
  16. . Poster

  17. Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin and Ruggero Frezza, Integrating shape and dynamic probabilistic models for data association and tracking, Proceedings of the IEEE 2002 Conference on Decision and Control, The Venetian Hotel, Las Vegas, Nevada, December 10-13, 2002
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  19. Fabio Cuzzolin, Alessandro Bissacco, Ruggero Frezza and Stefano Soatto, Compositional behavior of HMMs in action recognition, Proceedings of the 2002 Asilomar Conference on Signals, Systems, and Computers, Asilomar Conference Center in Pacific Grove, CA
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  21. Fabio Cuzzolin, Geometry of upper probabilities, Proceedings of the 3nd International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'03), Lugano, Switzerland, July 14-17, 2003.


  22. Fabio Cuzzolin, Simplicial complexes of finite fuzzy sets, Proceedings of the International Conference on Information Processing and Management of Uncertainty IPMU'04, pagg. 1733-1740, Perugia, Italy, July 4-9, 2004
  23. . Poster

  24. Fabio Cuzzolin, Augusto Sarti and Stefano Tubaro, Invariant action classification with volumetric data, 2004 IEEE International Workshop on Multimedia Signal Processing (MMSP'04), Siena, Italy, September 29 - October 1 2004


  25. Fabio Cuzzolin, Augusto Sarti and Stefano Tubaro, Action modeling with volumetric data, 2004 International Conference on Image Processing (ICIP'04), Singapore, October 24-27 2004
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  27. Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin and Ruggero Frezza, Integration of shape constraints in data association filters, IEEE Conference on Decision and Control (CDC'04), Bahamas, December 14-17, 2004
  28. . Presentation

  29. Fabio Cuzzolin and Ruggero Frezza, Evidential modeling for pose estimation, Proceedings of the 4th International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'05), Carnegie Mellon University, Pittsburgh, 2005


  30. Fabio Cuzzolin, On the properties of relative plausibilities, Proceedings of the International Conference of the IEEE Systems, Man, and Cybernetics Society (SMC'05), vol.1, pp. 594-599, Hawaii, USA - October 10-12, 2005
  31. Presentation

  32. Fabio Cuzzolin, The geometry of relative plausibilities, 11th International Conference on Information Processing and Management of Uncertainty IPMU'06, special session on ``Fuzzy measures and integrals, capacities and games", Paris, July 2006
  33. Presentation

  34. Fabio Cuzzolin, Using Bilinear Models for View-invariant Action and Identity Recognition, Proceedings of CVPR'06, pp. 1701-1708, June 18-22 2006
  35. Poster

  36. Fabio Cuzzolin, On the orthogonal projection of a belief function, Proceedings of ECSQARU 2007, Hammamet, 2007


  37. Fabio Cuzzolin, On the relationship between the notions of independence in matroids, lattices, and Boolean algebras, 21th British Combinatorial Conference (BCC'07), University of Reading, UK, July 8-13, 2007
  38. Abstract Presentation

  39. Diana Mateus, Fabio Cuzzolin, Edmond Boyer, and Radu Horaud, Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment, ICCV'07 - NTRL Workshop, Rio de Janeiro, October 2007


  40. Fabio Cuzzolin, Diana Mateus, Edmond Boyer and Radu Horaud, Robust spectral 3D-bodypart clustering in time, International Conference on Computer Vision ICCV'07 - Humanmotion Workshop, Rio de Janeiro, Brasil, 2007
  41. Presentation

  42. Diana Mateus, Fabio Cuzzolin, Edmond Boyer and Radu Horaud, Articulated Shape Matching by Robust Alignment of Their Embedded Representations, International Conference on Computer Vision ICCV'07 - 3dRR Workshop, Rio de Janeiro, Brasil, 2007


  43. Fabio Cuzzolin, An interpretation of consistent belief functions in terms of simplicial complexes, Proceedings of the 10th International Symposium on Mathematics and Artificial Intelligence ISAIM'08, Fort Lauderdale, Florida, January 2-4 2008


  44. Fabio Cuzzolin, Boolean and matroidal independence in uncertainty theory, Proceedings of the 10th International Symposium on Mathematics and Artificial Intelligence ISAIM'08, Fort Lauderdale, Florida, January 2-4 2008


  45. Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, and Radu Horaud, Coherent Laplacian protrusion segmentation, Proceedings of CVPR'08, Anchorage, Alaska


  46. Diana Mateus, Fabio Cuzzolin, David Knossow, Edmond Boyer, and Radu Horaud, Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration, Proceedings of CVPR'08, Anchorage, Alaska


  47. Fabio Cuzzolin, On the credal structure of consistent probabilities, accepted by the 11th European Conference on Logics in Artificial Intelligence (JELIA'08), Dresden, Germany, September 30th 2008


conference papers under review



  1. Fabio Cuzzolin, Alternative formulations of the theory of evidence based on basic plausibility and commonality assignments, submitted to the Pacific Rim International Conference on Artificial Intelligence (PRICAI'08)


  2. Fabio Cuzzolin, Dual properties of the relative belief of singletons, submitted to the Pacific Rim International Conference on Artificial Intelligence (PRICAI'08)


  3. Fabio Cuzzolin, Consistent approximations of belief functions, submitted to the 20th International Conference on Tools with Artificial Intelligence, Dayton, Ohio, November 3-5, 2008


  4. Fabio Cuzzolin, The intersection probability and its properties, submitted to the 20th International Conference on Tools with Artificial Intelligence, Dayton, Ohio, November 3-5, 2008


  5. Fabio Cuzzolin, Learning pullback metrics for linear models, submitted to the first workshop on Machine Learning for Vision-based Motion Analysis MLVMA - ECCV'08


technical reports



  1. Fabio Cuzzolin, Alessandro Bissacco, Ruggero Frezza and Stefano Soatto, Towards unsupervised detection of actions in clutter, UCLA Technical Report CSD-200033, December 4, 2000
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  3. Fabio Cuzzolin and Stefano Soatto, Using Bilinear Models for View-invariant Identity Recognition from Gait , UCLA Technical Report CSD-TR050007, March 17, 2005


  4. Fabio Cuzzolin and Stefano Soatto, Using Bilinear Models for View-invariant Action and Identity Recognition, UCLA Technical Report CSD-TR050053, December 17, 2005


  5. Fabio Cuzzolin and Stefano Soatto, Learning Riemannian Metrics for Classification of Dynamical Models, UCLA Technical Report CSD-TR050054, December 17, 2005


theses



  1. Fabio Cuzzolin, Riconoscimento automatico dei gesti, Tesi di Laurea, Universita' degli Studi di Padova
  2. .

  3. Fabio Cuzzolin, Visions of a generalized probability theory, Ph.D. Dissertation, University of Padova, Italy, March 21, 2001
  4. Visions of a generalized probability theory

INRIA Rhone-Alpes
edited by Fabio Cuzzolin, 10/03/08
http://perception.inrialpes.fr