List of Publications






Monographs   Edited Volumes   Book Chapters   Journals   Chapters in Book Series   Proceedings   Talks   Tech Reports   Theses

Monographs
  1.   Fabio Cuzzolin
    The geometry of uncertainty - The geometry of imprecise probabilities
    Artificial Intelligence: Foundations, Theory, and Algorithms (http://www.springer.com/series/13900), Springer-Verlag, 2017 (upcoming)
    The geometry of uncertainty
  2.   Fabio Cuzzolin
    Visions of a generalized probability theory
    Lambert Academic Publishing, September 24 2014
    ISBN-13: 978-3-659-13175-2
    Visions of a generalized probability theory

Edited Books
    1.   Fabio Cuzzolin (Editor)
      Proceedings of the 3rd International Conference on Belief Functions (BELIEF 2014)
      Springer-Verlag, Lecture Notes in Artificial Intelligence (LNAI/LNCS)
      Volume 8764, September 2014

    Book Chapters

    1.  Fabio Cuzzolin
      An algebraic study of the notion of independence of frames
      in Mathematics of Uncertainty Modeling in the Analysis of Engineering and Science Problems Prof. S. Chakraverty (Editor), IGI Publishing, January 2014
    2.   Fabio Cuzzolin
      Manifold learning for multi-dimensional auto-regressive dynamical models
      in Machine Learning for Vision-based Motion Analysis
      L. Wang, G. Zhao, L. Cheng, M. Pietikäine (Eds.), Springer-Verlag, 2010
      Manifold learning for multi-dimensional auto-regressive dynamical models
    3.   Fabio Cuzzolin
      Multilinear modeling for robust identity recognition from gait
      in Behavioral Biometrics for Human Identification: Intelligent Applications
      Liang Wang and Xin Geng (Eds.), IGI Publishing, 2009
      Multilinear modeling for robust identity recognition from gait

    Journal Articles

    1.  Fabio Cuzzolin, Michael Sapienza, Patrick Esser, Suman Saha, Marloes Franssen, Johnny Collett and Helen Dawes
      Metric learning for Parkinsonian identification from IMU gait measurements
      Gait and Posture, Volume 54, pages 127-132, May 2017
      (I.F. 2.985)


    2.  Rocco de Rosa, Ilaria Gori, Fabio Cuzzolin and Nicolo' Cesa Bianchi
      Active Incremental Recognition of Human Activities in a Streaming Context
      Pattern Recognition Letters , online March 6 2017
      (I.F. 1.586)


    3.  Wenjuan Gong and Fabio Cuzzolin
      A belief-theoretical approach to example-based pose estimation
      IEEE Transactions on Fuzzy Systems, online 23 March 2017, 10.1109/TFUZZ.2017.2686803
      (I.F. 8.746)


    4.  Garfield Mellema and Fabio Cuzzolin
      ISIF Sponsored Workshop - BELIEF 2014
      ISIF Perspectives on Information Fusion, Volume 1, Issue 1, June 2016.
      Editorial


    5.  Fabio Cuzzolin
      Belief functions: Theory and applications (BELIEF 2014)
      International Journal of Approximate Reasoning, 2016.
      DOI http://dx.doi.org/j.ijar.2016.01.005
      (I.F. 2.696)
      Editorial


    6.  Fabio Cuzzolin, Diana Mateus and Radu Horaud
      Robust temporally coherent Laplacian protrusion segmentation of 3D articulated bodies
      submitted to the International Journal of Computer Vision, Volume 112, Issue 1, pages 43-70, March 2015
      (I.F. 4.27)


    7.  Michael Sapienza, Fabio Cuzzolin and Philip Torr
      Learning discriminative space-time action parts from weakly labelled videos
      International Journal of Computer Vision, Volume 110, Issue 1, Pages 30-47, October 2014
      (I.F. 4.27)
      Demo Video Video lecture on IJCV 2014 work


    8.  Fabio Cuzzolin and Michael Sapienza
      Learning pullback HMM distances
      IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 36, Issue 7, Pages 1483-1489, July 2014
      http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.181
      Supplementary material
      (I.F. 6.077)
        Supplementary material Pullback Metrics Code


    9.  Alessandro Antonucci, Rocco de Rosa, Alessandro Giusti and Fabio Cuzzolin
      Robust classification of multivariate time series by imprecise hidden Markov models
      International Journal of Approximate Reasoning, online 14 July 2014
      (I.F. 2.696)


    10.  Fabio Cuzzolin
      On the fiber bundle structure of the space of belief functions
      Annals of Combinatorics, Volume 18, Issue 2, pp 245-263, June 2014
      (I.F. 0.407)


    11.   Fabio Cuzzolin
      Lp consonant approximations of belief functions,
      IEEE Transactions on Fuzzy Systems, Volume 22, Issue 2, Pages 420-436, April 2014
      10.1109/TFUZZ.2013.2260549
      (I.F. 8.746)


    12.  Fabio Cuzzolin
      On the relative belief transform
      International Journal of Approximate Reasoning
      Vol. 53, No. 5, pp. 786-804, July 2012.
      DOI http://dx.doi.org/10.1016/j.ijar.2011.12.009.
      (I.F. 2.696)
      First draft


    13.  Al Ozonoff, Fabio Cuzzolin and Paul Snow
      Guest editorial: Special issue on information fusion applications to human health and safety
      Information Fusion, Volume 13, Issue 2, April 2012
      (I.F. 4.353)


    14.  Fabio Cuzzolin
      Three alternative combinatorial formulations of the theory of evidence
      Intelligent Data Analysis
      Vol. 14, No. 4, pp. 439-464 , December 2010
      (I.F. 0.929)


    15.  Fabio Cuzzolin
      Geometry of relative plausibility and relative belief of singletons
      Annals of Mathematics and Artificial Intelligence, Volume 59, Issue 1, pages 47-79, May 2010 - DOI: 10.1007/s10472-010-9186-x
      (I.F. 0.944)


    16.  Fabio Cuzzolin
      The geometry of consonant belief functions: simplicial complexes of possibility measures
      Fuzzy Sets and Systems
      Vol. 161, No. 10, pp. 1459-1479, May 16 2010
      (I.F. 1.986)
      Revised version


    17.  Fabio Cuzzolin
      Credal semantics of Bayesian transformations in terms of probability intervals
      IEEE Transactions on Systems, Man, and Cybernetics part B
      Vol. 40, No. 2, pp. 421-432, April 2010
      (I.F. 6.22)


    18.  Fabio Cuzzolin
      A geometric approach to the theory of evidence
      IEEE Transactions on Systems, Man, and Cybernetics part C
      Vol. 38, No. 4, pp. 522-534, July 2008
      (I.F. 2.171)
      A geometric approach to the theory of evidence


    19.  Fabio Cuzzolin
      Two new Bayesian approximations of belief functions based on convex geometry
      IEEE Transactions on Systems, Man, and Cybernetics part B
      Vol. 37, No. 4, pp. 993-1008, August 2007
      (I.F. 6.22)
      Two new Bayesian approximations of belief functions based on convex geometry


    20.  Fabio Cuzzolin
      Algebraic structure of the families of compatible frames of discernment
      Annals of Mathematics and Artificial Intelligence
      Vol. 45, No. 1-2, pp. 241-274, 2005
      (I.F. 0.893)
      Algebraic structure of the families of compatible frames of discernment


    21.  Fabio Cuzzolin
      Geometry of Dempster's rule of combination
      IEEE Transactions on Systems, Man, and Cybernetics part B
      Vol. 34, No. 2, pp. 961-977, April 2004
      (I.F. 6.22)
      Geometry of Dempster's rule of combination

    Chapters in Book Series

    1.  Fabio Cuzzolin
      On the orthogonal projection of a belief function
      in "Symbolic and Quantitative Approaches to Reasoning with Uncertainty" ,
      Lecture Notes in Computer Science, Vol. 4724/2007, pages 356-367
      Springer Berlin / Heidelberg, 2007
       


    2.  Fabio Cuzzolin, Diana Mateus, Edmond Boyer, and Radu Horaud
      Robust spectral 3D-bodypart segmentation in time
      in "Human Motion - Understanding, Modeling, Capture and Animation",
      Lecture Notes in Computer Science, Vol. 4814/2007, pages 196-211
      Seidel, H.-P.; Wang, Y.; Rosenhahn, B.; Mori, G. (Eds.)
      Springer Berlin / Heidelberg, 2007
        Presentation


    3.  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 Berlin / Heidelberg, 2008
        PDF slides


    4.  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 Berlin / Heidelberg, 2008
        PDF slides


    5.  Fabio Cuzzolin
      On the credal structure of consistent probabilities
      in "Logics in Artificial Intelligence",
      Lecture Notes in Computer Science, Volume 5293/2008, pages 126-139
      Springer Berlin / Heidelberg, 2008
        Presentation


    6.  Fabio Cuzzolin
      Complexes of outer consonant approximations
      in "Symbolic and Quantitative Approaches to Reasoning with Uncertainty",
      Lecture Notes in Computer Science, Volume 5590/2009, pages 275-286
      Springer Berlin / Heidelberg, 2009
        PDF slides


    7.  Fabio Cuzzolin
      The intersection probability and its properties
      in "Symbolic and Quantitative Approaches to Reasoning with Uncertainty",
      Lecture Notes in Computer Science, Volume 5590/2009, pages 287-298
      Springer Berlin / Heidelberg, 2009
        PDF slides


    8.  Fabio Cuzzolin
      Alternative formulations of the theory of evidence based on basic plausibility and commonality assignments (BEST PAPER AWARD RECIPIENT)
      in "PRICAI 2008: Trends in Artificial Intelligence",
      Lecture Notes in Computer Science, Volume 5351/2008, pages 91-102
      Springer Berlin / Heidelberg, 2008
        PDF slides


    9.  Fabio Cuzzolin
      Dual properties of the relative belief of singletons
      in "PRICAI 2008: Trends in Artificial Intelligence",
      Lecture Notes in Computer Science, Volume 5351/2008, pages 78-90
      Springer Berlin / Heidelberg, 2009
        PDF slides


    10.  Alessandro Antonucci and Fabio Cuzzolin
      Credal Sets Approximation by Lower Probabilities: Application to Credal Networks
      in "IPMU 2010: Information Processing and Management of Uncertainty",
      Lecture Notes in Computer Science
      Springer Berlin / Heidelberg, 2010
       

    Conference Proceedings

    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)
      Vol. 2, pp. 560-570
      University of Essex, UK, September 1997

    2. Fabio Cuzzolin and Ruggero Frezza
      An evidential reasoning framework for object tracking
      Proceedings of SPIE - Photonics East 99 - Telemanipulator and Telepresence Technologies VI
      Vol. 3840, pp. 13-24
      Haynes Convention Center, Boston, MA, September 19-22, 1999
      Abstract

    3. 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

    4. 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)
      Cornell University, Ithaca, NY, June 26-29, 2001
      Poster

    5. 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)
      Cornell University, Ithaca, NY, June 26-29, 2001
      Poster

    6. 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
      Presentation

    7. Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin and Ruggero Frezza
      Integrating shape and dynamic probabilistic models for data association and tracking
      Proceedings of the IEEE Conference on Decision and Control (CDC'02)
      The Venetian Hotel, Las Vegas, Nevada, December 10-13, 2002

    8. 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, December 2002

    9. 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
      Presentation Poster

    10. Fabio Cuzzolin
      Simplicial complexes of finite fuzzy sets
      Proceedings of the International Conference on Information Processing and Management of Uncertainty (IPMU'04)
      Pp. 1733-1740
      Perugia, Italy, July 4-9, 2004
      Presentation

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

    12. Fabio Cuzzolin, Augusto Sarti and Stefano Tubaro
      Action modeling with volumetric data
      Proceedings of the International Conference on Image Processing (ICIP'04)
      Singapore, October 24-27 2004

    13. Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin and Ruggero Frezza
      Integration of shape constraints in data association filters
      Proceedings of the IEEE Conference on Decision and Control (CDC'04)
      Paradise Island, Bahamas, December 14-17, 2004
      Presentation

    14. 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, July 2005
      Presentation Poster

    15. 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
      Presentation

    16. 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
      Presentation

    17. Fabio Cuzzolin
      Using Bilinear Models for View-invariant Action and Identity Recognition
      Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'06)
      Vol.1, pp. 1701-1708
      New York University, NY, June 18-22 2006
      Poster

    18. Diana Mateus, Fabio Cuzzolin, Edmond Boyer, and Radu Horaud
      Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment
      IEEE International Conference on Computer Vision (ICCV'07) - NTRL Workshop
      Rio de Janeiro, October 2007

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

    20. 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
      Slides .PDF

    21. 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
      Slides .PDF

    22. Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, and Radu Horaud
      Coherent Laplacian protrusion segmentation
      Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'08)
      Anchorage, Alaska, June 2008

    23. Diana Mateus, Fabio Cuzzolin, David Knossow, Edmond Boyer, and Radu Horaud
      Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration
      Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'08)
      Anchorage, Alaska, June 2008

    24. Fabio Cuzzolin
      Learning pullback metrics for linear models
      First workshop on Machine Learning for Vision-based Motion Analysis (MLVMA'08) - hosted by ECCV'08
      Marseille, France, October 2008
      Presentation .ppt (powerpoint)

    25. Fabio Cuzzolin
      Credal semantics of Bayesian approximations
      Proceedings of the International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'09)
      Durham, UK, July 14-18 2009
      Poster .odp (open office)

    26. Fabio Cuzzolin
      Consistent approximations of belief functions
      Proceedings of the International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'09)
      Durham, UK, July 14-18 2009
      Poster .odp (open office)

    27. Fabio Cuzzolin
      Geometric conditioning of belief functions
      Proceedings of the First International Workshop on the Theory of Belief Functions
      Brest, Belgium, April 2010
      Poster .odp (open office)

    28. Thomas Burger and Fabio Cuzzolin
      The barycenters of the k-additive dominating belief functions and the pignistic k-additive belief functions
      accepted by the First International Workshop on the Theory of Belief Functions
      Brest, Belgium, April 2010

    29. Fabio Cuzzolin
      On consistent approximations of belief functions in the mass space
      Proceedings of the International Symposium on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'11)
      Belfast, UK, June 2011
      Abstract

    30. Fabio Cuzzolin
      Lp consonant approximations of belief functions in the mass space
      Proceedings of the 7th International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'11)
      Innsbruck, Austria, July 2011
      Abstract

    31. Fabio Cuzzolin
      Consonant approximations in the belief space
      Proceedings of the 2nd International Conference on Belief Functions (BELIEF'12)
      Compiegne, France, December 16 2011
      PDF slides

    32. Fabio Cuzzolin
      Generalizations of the relative belief transform
      Proceedings of the 2nd International Conference on Belief Functions (BELIEF'12)
      Compiegne, France, December 16 2011
      PDF slides

    33. Fabio Cuzzolin
      Game-theoretical semantics of epistemic probability transformations
      Proceedings of the 2nd International Conference on Belief Functions (BELIEF'12)
      Compiegne, France, December 16 2011
      PDF slides

    34. Michael Sapienza, Fabio Cuzzolin and Philip Torr
      Learning discriminative space-time actions from weakly labelled videos
      accepted as ORAL by the British Machine Vision Conference (BMVC'12)
      Sussex, UK
      PDF poster Video

    35. Alessandro Antonucci, Rocco de Rosa, Alessandro Giusti and Fabio Cuzzolin
      Classification of Temporal Data by Imprecise Dynamic Models
      Proceedings of ISIPTA'13, February 2 2013

    36. Fabio Cuzzolin and Wenjuan Gong
      Belief Modeling Regression for pose estimation
      Proceedings of FUSION 2013, July 2013

    37. Wenjuan Gong, Michael Sapienza and Fabio Cuzzolin
      Fisher Tensor Decomposition for Unconstrained Gait Recognition
      Tensor Methods for Machine Learning Workshop of the European Conference of Machine Learning (ECML-PKDD'13), July 2013
      Code

    38. Rocco de Rosa, Ilaria Gori, Nicolo’ Cesa Bianchi and Fabio Cuzzolin
      Online Action Recognition via Nonparametric Incremental Learning
      BMVC 2014, September 2014
      Video

    39. Saumya Jetley and Fabio Cuzzolin
      3D activity recognition using gradient analysis consolidated over motion history and binary shape templates
      ACCV 2014 - Workshop on Human Gait and Action Analysis in the Wild: Challenges and Applications, Singapore, November 1 2014

    40. Cristian Roman, Michael Sapienza, Peter Ball, Shumao Ou, Fabio Cuzzolin and Philip Torr
      Heterogeneous Wireless System Testbed for Remote Image Processing in Automated Vehicles
      Proceedings of IEEE CSNDSP 2016

    41. Suman Saha, Gurkirt Singh, Michael Sapienza, Philip Torr and Fabio Cuzzolin
      Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos
      Proceedings of the British Machine Vision Conference (BMVC 2016) September 2016
      Code Video Poster

    42. G. Singh, S. Saha, M. Sapienza, P. Torr & F. Cuzzolin
      Online Real-time Multiple Spatiotemporal Action Localisation and Prediction
      Proceedings of ICCV 2017
      Supplementary material Poster ICCV 2017 Demo Video ICCV 2017 Real Time Code Corrected UCF101 annotations

    43. S. Saha, G. Singh & F. Cuzzolin
      AMTnet: Action-Micro-Tube regression by end-to-end trainable deep architecture
      Proceedings of ICCV 2017
      Supplementary material Poster

    44. Chunlai Zhou and Fabio Cuzzolin
      The total belief theorem
      Proceedings of Uncertainty in Artificial Intelligence (UAI), 2017
      Highlights Poster

    Oral and Poster Conference Presentations

    1. Gurkirt Singh, Suman Saha, Michael Sapienza, Philip Torr and Fabio Cuzzolin
      Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos
      presented as a poster by the International Summer School of Computer Vision (ICVSS 2016)
      Scicli (Ragusa), Sicily, July 2016

    2. Suman Saha and Fabio Cuzzolin
      Online human action localisation based on appearance and motion cues
      presented as a poster by the International Summer School of Computer Vision (ICVSS 2015)
      Scicli (Ragusa), Sicily, July 2015

    3. Michael Sapienza, Fabio Cuzzolin and Philip Torr
      Learning discriminative space-time actions from weakly labelled videos
      INRIA Summer School on Machine Learning and Visual Recognition (poster prize recipient)
      Grenoble, France, July 2012

    4. Fabio Cuzzolin
      Geometric conditional belief functions in the belief space
      International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'11) (best poster award recipient)
      Innsbruck, Austria, June 2011
      Abstract

    5. 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
      Abstract Presentation

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

    7. 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
      Abstract

    8. Fabio Cuzzolin and Ruggero Frezza
      Combining qualitative and quantitative models for motion reconstruction of articulated objects
      Mathematical Theory of Networks and Systems (MTNS98)
      Università di Padova, July 1998

    ArXiv and Technical Reports

    1. Suman Saha, Gurkirt Singh, Michael Sapienza, Philip Torr and Fabio Cuzzolin
      Spatio-temporal human action localisation and instance segmentation in temporally untrimmed videos
      arXiv:1707.07213, July 22 2017


    2. Suman Saha, Gurkirt Singh and Fabio Cuzzolin
      AMTnet: Action-Micro-Tube regression by end-to-end trainable deep architecture
      arXiv:1704.04952, April 17 2017


    3. Harkirat S. Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin and Philip H. S. Torr
      Incremental Tube Construction for Human Action Detection
      arXiv:1704.01358, April 5 2017


    4. Gurkirt Singh, Suman Saha, Michael Sapienza, Philip Torr and Fabio Cuzzolin
      Online Real-time Multiple Spatiotemporal Action Localisation and Prediction
      arXiv:1611.08563, November 25, 1016
      ICCV 2017 Code


    5. Suman Saha, Gurkirt Singh, Michael Sapienza, Philip Torr and Fabio Cuzzolin
      Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos
      arXiv:1608.01529, August 4 2016


    6. Gurkirt Singh and Fabio Cuzzolin
      Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge
      (Second place in the Detection challenge)
      arXiv:1607.01979, 7 July 2016
      CVPR 2016 ActivityNet Code


    7. Rocco de Rosa, Ilaria Gori, Nicolo' Cesa Bianchi, F. Cuzzolin and B. Caputo
      Active Incremental Recognition of Human Activities from Streaming Videos
      arXiv:1604.02855, April 12 2016


    8. Fabio Cuzzolin
      Consistent transformations of belief functions
      arXiv:1407.8151, 30 July 2014


    9. Michael Sapienza, Fabio Cuzzolin and Philip Torr
      Feature sampling and partitioning for visual vocabulary generation on large action classification datasets
      arXiv:1405.7545, 29 May 2014


    10. Fabio Cuzzolin, Diana Mateus and Radu Horaud
      Robust temporally coherent Laplacian protrusion segmentation of 3D articulated bodies
      arXiv:1405.6563, 26 May 2014


    11. Fabio Cuzzolin, Alessandro Bissacco, Ruggero Frezza and Stefano Soatto
      Towards unsupervised detection of actions in clutter
      UCLA Technical Report CSD-200033, December 4, 2000


    12. Fabio Cuzzolin and Stefano Soatto
      Using Bilinear Models for View-invariant Identity Recognition from Gait
      UCLA Technical Report CSD-TR050007, March 17, 2005


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


    14. 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
      zipped .DOC

    2. Fabio Cuzzolin
      Visions of a generalized probability theory
      Ph.D. Dissertation, Department of Information Engineering, University of Padova, Italy, March 19, 2001
      Visions of a generalized probability theory