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ORCIDFabio Cuzzolin
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2020 – today
- 2021
[b1]Fabio Cuzzolin:
The Geometry of Uncertainty - The Geometry of Imprecise Probabilities. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer 2021, ISBN 978-3-030-63152-9, pp. 1-728- 2020
- [j19]Zhun-ga Liu
, Yu Liu, Jean Dezert, Fabio Cuzzolin:
Evidence Combination Based on Credal Belief Redistribution for Pattern Classification. IEEE Trans. Fuzzy Syst. 28(4): 618-631 (2020) - [c46]Omkar Gune, Biplab Banerjee, Subhasis Chaudhuri, Fabio Cuzzolin:
Generalized Zero-Shot Learning using Generated Proxy Unseen Samples and Entropy Separation. ACM Multimedia 2020: 4262-4270 - [i22]Suman Saha, Gurkirt Singh, Fabio Cuzzolin:
Two-Stream AMTnet for Action Detection. CoRR abs/2004.01494 (2020) - [i21]Neha Bhargava, Fabio Cuzzolin:
Challenges and Opportunities for Computer Vision in Real-life Soccer Analytics. CoRR abs/2004.06180 (2020) - [i20]Vivek Singh Bawa, Gurkirt Singh, Francis Kaping'a, Inna Skarga-Bandurova, Alice Leporini, Carmela Landolfo, Armando Stabile, Francesco Setti, Riccardo Muradore, Elettra Oleari, Fabio Cuzzolin:
ESAD: Endoscopic Surgeon Action Detection Dataset. CoRR abs/2006.07164 (2020) - [i19]Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer:
Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration. CoRR abs/2012.07340 (2020)
2010 – 2019
- 2019
- [c45]Hong Zhu, Dongmei Liu, Ian Bayley, Rachel Harrison, Fabio Cuzzolin:
Datamorphic Testing: A Method for Testing Intelligent Applications. AITest 2019: 149-156 - [c44]Gurkirt Singh, Fabio Cuzzolin:
Recurrent Convolutions for Causal 3D CNNs. ICCV Workshops 2019: 1456-1465 - [c43]Silvio Olivastri, Gurkirt Singh, Fabio Cuzzolin:
End-to-End Video Captioning. ICCV Workshops 2019: 1474-1482 - [i18]Silvio Olivastri, Gurkirt Singh, Fabio Cuzzolin:
An End-to-End Baseline for Video Captioning. CoRR abs/1904.02628 (2019) - [i17]Kurt Degiorgio, Fabio Cuzzolin:
Spatio-Temporal Action Localization in a Weakly Supervised Setting. CoRR abs/1905.02171 (2019) - [i16]Hong Zhu, Dongmei Liu, Ian Bayley, Rachel Harrison, Fabio Cuzzolin:
Datamorphic Testing: A Methodology for Testing AI Applications. CoRR abs/1912.04900 (2019) - 2018
- [j18]Wenjuan Gong, Fabio Cuzzolin:
A Belief-Theoretical Approach to Example-Based Pose Estimation. IEEE Trans. Fuzzy Syst. 26(2): 598-611 (2018) - [c42]Gurkirt Singh, Suman Saha, Fabio Cuzzolin:
TraMNet - Transition Matrix Network for Efficient Action Tube Proposals. ACCV (6) 2018: 420-437 - [c41]Fabio Cuzzolin:
Generalised Max Entropy Classifiers. BELIEF 2018: 39-47 - [c40]Fabio Cuzzolin:
General Geometry of Belief Function Combination. BELIEF 2018: 48-56 - [c39]Harkirat S. Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr:
Incremental Tube Construction for Human Action Detection. BMVC 2018: 60 - [c38]Gurkirt Singh, Suman Saha, Fabio Cuzzolin:
Predicting Action Tubes. ECCV Workshops (3) 2018: 106-123 - [e2]Sébastien Destercke, Thierry Denoeux, Fabio Cuzzolin, Arnaud Martin:
Belief Functions: Theory and Applications - 5th International Conference, BELIEF 2018, Compiègne, France, September 17-21, 2018, Proceedings. Lecture Notes in Computer Science 11069, Springer 2018, ISBN 978-3-319-99382-9 [contents] - [i15]Valentina Fontana, Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Suman Saha, Fabio Cuzzolin:
Action Detection from a Robot-Car Perspective. CoRR abs/1807.11332 (2018) - [i14]Gurkirt Singh, Suman Saha, Fabio Cuzzolin:
TraMNet - Transition Matrix Network for Efficient Action Tube Proposals. CoRR abs/1808.00297 (2018) - [i13]Fabio Cuzzolin:
Belief likelihood function for generalised logistic regression. CoRR abs/1808.02560 (2018) - [i12]Gurkirt Singh, Suman Saha, Fabio Cuzzolin:
Predicting Action Tubes. CoRR abs/1808.07712 (2018) - [i11]Fabio Cuzzolin:
Visions of a generalized probability theory. CoRR abs/1810.10341 (2018) - [i10]Gurkirt Singh, Fabio Cuzzolin:
Recurrence to the Rescue: Towards Causal Spatiotemporal Representations. CoRR abs/1811.07157 (2018) - 2017
- [j17]Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Nicolò Cesa-Bianchi:
Active Incremental Recognition of Human Activities in a Streaming Context. Pattern Recognit. Lett. 99: 48-56 (2017) - [c37]Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin:
Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction. ICCV 2017: 3657-3666 - [c36]Suman Saha, Gurkirt Singh, Fabio Cuzzolin:
AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture. ICCV 2017: 4424-4433 - [c35]Chunlai Zhou, Fabio Cuzzolin:
The Total Belief Theorem. UAI 2017 - [i9]Harkirat S. Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr:
Incremental Tube Construction for Human Action Detection. CoRR abs/1704.01358 (2017) - [i8]Suman Saha, Gurkirt Singh, Fabio Cuzzolin:
AMTnet: Action-Micro-Tube regression by end-to-end trainable deep architecture. CoRR abs/1704.04952 (2017) - [i7]Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin:
Spatio-temporal human action localisation and instance segmentation in temporally untrimmed videos. CoRR abs/1707.07213 (2017) - 2016
- [j16]Fabio Cuzzolin:
Belief functions: Theory and applications (BELIEF 2014). Int. J. Approx. Reason. 72: 1-3 (2016) - [c34]Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin:
Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos. BMVC 2016 - [c33]Cristian Roman, Michael Sapienza, Peter Ball, Shumao Ou, Fabio Cuzzolin, Philip H. S. Torr:
Heterogeneous wireless system testbed for remote image processing in automated vehicles. CSNDSP 2016: 1-5 - [i6]Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi:
Active Learning for Online Recognition of Human Activities from Streaming Videos. CoRR abs/1604.02855 (2016) - [i5]Gurkirt Singh, Fabio Cuzzolin:
Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge. CoRR abs/1607.01979 (2016) - [i4]Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin:
Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos. CoRR abs/1608.01529 (2016) - 2015
- [j15]Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti, Fabio Cuzzolin:
Robust classification of multivariate time series by imprecise hidden Markov models. Int. J. Approx. Reason. 56: 249-263 (2015) - [j14]Fabio Cuzzolin, Diana Mateus, Radu Horaud:
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies. Int. J. Comput. Vis. 112(1): 43-70 (2015) - 2014
- [j13]Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr:
Learning Discriminative Space-Time Action Parts from Weakly Labelled Videos. Int. J. Comput. Vis. 110(1): 30-47 (2014) - [j12]Fabio Cuzzolin, Michael Sapienza:
Learning Pullback HMM Distances. IEEE Trans. Pattern Anal. Mach. Intell. 36(7): 1483-1489 (2014) - [j11]Fabio Cuzzolin:
$L_{p}$ Consonant Approximations of Belief Functions. IEEE Trans. Fuzzy Syst. 22(2): 420-436 (2014) - [c32]Saumya Jetley, Fabio Cuzzolin:
3D Activity Recognition Using Motion History and Binary Shape Templates. ACCV Workshops (1) 2014: 129-144 - [c31]Rocco De Rosa, Nicolò Cesa-Bianchi, Ilaria Gori, Fabio Cuzzolin:
Online Action Recognition via Nonparametric Incremental Learning. BMVC 2014 - [e1]Fabio Cuzzolin:
Belief Functions: Theory and Applications - Third International Conference, BELIEF 2014, Oxford, UK, September 26-28, 2014. Proceedings. Lecture Notes in Computer Science 8764, Springer 2014, ISBN 978-3-319-11190-2 [contents] - [i3]Fabio Cuzzolin, Diana Mateus, Radu Horaud:
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies. CoRR abs/1405.6563 (2014) - [i2]Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr:
Feature sampling and partitioning for visual vocabulary generation on large action classification datasets. CoRR abs/1405.7545 (2014) - [i1]Fabio Cuzzolin:
Consistent transformations of belief functions. CoRR abs/1407.8151 (2014) - 2013
- [c30]Fabio Cuzzolin, Wenjuan Gong:
Belief modeling regression for pose estimation. FUSION 2013: 1398-1405 - 2012
- [j10]Fabio Cuzzolin:
On the relative belief transform. Int. J. Approx. Reason. 53(5): 786-804 (2012) - [j9]Al Ozonoff, Fabio Cuzzolin, Paul Snow:
Special Issue on Information Fusion Applications to Human Health and Safety. Inf. Fusion 13(2): 102-104 (2012) - [c29]Fabio Cuzzolin:
Game-Theoretical Semantics of Epistemic Probability Transformations. Belief Functions 2012: 101-108 - [c28]Fabio Cuzzolin:
Generalizations of the Relative Belief Transform. Belief Functions 2012: 109-116 - [c27]Fabio Cuzzolin:
Consonant Approximations in the Belief Space. Belief Functions 2012: 125-133 - [c26]Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr:
Learning discriminative space-time actions from weakly labelled videos. BMVC 2012: 1-12 - 2011
- [c25]Fabio Cuzzolin:
On Consistent Approximations of Belief Functions in the Mass Space. ECSQARU 2011: 287-298 - 2010
- [j8]Fabio Cuzzolin:
Geometry of relative plausibility and relative belief of singletons. Ann. Math. Artif. Intell. 59(1): 47-79 (2010) - [j7]Fabio Cuzzolin:
The geometry of consonant belief functions: Simplicial complexes of necessity measures. Fuzzy Sets Syst. 161(10): 1459-1479 (2010) - [j6]Fabio Cuzzolin:
Three alternative combinatorial formulations of the theory of evidence. Intell. Data Anal. 14(4): 439-464 (2010) - [j5]Fabio Cuzzolin:
Credal Semantics of Bayesian Transformations in Terms of Probability Intervals. IEEE Trans. Syst. Man Cybern. Part B 40(2): 421-432 (2010) - [c24]Alessandro Antonucci, Fabio Cuzzolin:
Credal Sets Approximation by Lower Probabilities: Application to Credal Networks. IPMU 2010: 716-725
2000 – 2009
- 2009
- [c23]Fabio Cuzzolin:
Complexes of Outer Consonant Approximations. ECSQARU 2009: 275-286 - [c22]Fabio Cuzzolin:
The Intersection Probability and Its Properties. ECSQARU 2009: 287-298 - 2008
- [j4]Fabio Cuzzolin:
A Geometric Approach to the Theory of Evidence. IEEE Trans. Syst. Man Cybern. Part C 38(4): 522-534 (2008) - [c21]Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, Radu Horaud:
Coherent Laplacian 3-D protrusion segmentation. CVPR 2008 - [c20]Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer:
Articulated shape matching using Laplacian eigenfunctions and unsupervised point registration. CVPR 2008 - [c19]Fabio Cuzzolin:
An Interpretation of Consistent Belief Functions in Terms of Simplicial Complexes. ISAIM 2008 - [c18]Fabio Cuzzolin:
Boolean and Matroidal Independence in Uncertainty Theory. ISAIM 2008 - [c17]Fabio Cuzzolin:
On the Credal Structure of Consistent Probabilities. JELIA 2008: 126-139 - [c16]Fabio Cuzzolin:
Dual Properties of the Relative Belief of Singletons. PRICAI 2008: 78-90 - [c15]Fabio Cuzzolin:
Alternative Formulations of the Theory of Evidence Based on Basic Plausibility and Commonality Assignments. PRICAI 2008: 91-102 - [p2]Fabio Cuzzolin:
Semantics of the Relative Belief of Singletons. Interval / Probabilistic Uncertainty and Non-Classical Logics 2008: 201-213 - [p1]Fabio Cuzzolin:
A Lattice-Theoretic Interpretation of Independence of Frames. Interval / Probabilistic Uncertainty and Non-Classical Logics 2008: 214-227 - 2007
- [j3]Fabio Cuzzolin:
Two New Bayesian Approximations of Belief Functions Based on Convex Geometry. IEEE Trans. Syst. Man Cybern. Part B 37(4): 993-1008 (2007) - [c14]Fabio Cuzzolin:
On the Orthogonal Projection of a Belief Function. ECSQARU 2007: 356-367 - [c13]Fabio Cuzzolin, Diana Mateus, Edmond Boyer, Radu Horaud:
Robust Spectral 3D-Bodypart Segmentation Along Time. Workshop on Human Motion 2007: 196-211 - [c12]Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer:
Articulated Shape Matching by Robust Alignment of Embedded Representations. ICCV 2007: 1-8 - [c11]Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer:
Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment. ICCV 2007: 1-8 - 2006
- [c10]Fabio Cuzzolin:
Using Bilinear Models for View-invariant Action and Identity Recognition. CVPR (2) 2006: 1701-1708 - 2005
- [j2]Fabio Cuzzolin:
Algebraic structure of the families of compatible frames of discernment. Ann. Math. Artif. Intell. 45(1-2): 241-274 (2005) - [c9]Fabio Cuzzolin, Ruggero Frezza:
Evidential modeling for pose estimation. ISIPTA 2005: 135-144 - [c8]Fabio Cuzzolin:
On the properties of relative plausibilities. SMC 2005: 594-599 - 2004
- [j1]Fabio Cuzzolin:
Geometry of Dempster's rule of combination. IEEE Trans. Syst. Man Cybern. Part B 34(2): 961-977 (2004) - [c7]Fabio Cuzzolin, Augusto Sarti, Stefano Tubaro:
Action modeling with volumetric data. ICIP 2004: 881-884 - [c6]Fabio Cuzzolin, Augusto Sarti, Stefano Tubaro:
Invariant action classification with volumetric data. MMSP 2004: 395-398 - 2003
- [c5]Fabio Cuzzolin:
Geometry of Upper Probabilities. ISIPTA 2003: 188-203 - 2002
- [c4]Fabio Cuzzolin:
Geometry of Dempster's. FSKD 2002: 76-80 - 2001
- [c3]Fabio Cuzzolin, Ruggero Frezza:
Lattice structure of the families of compatible frames of discernment. ISIPTA 2001: 112-121 - [c2]Fabio Cuzzolin, Ruggero Frezza:
Geometric analysis of belief space and conditional subspaces. ISIPTA 2001: 122-132
1990 – 1999
- 1997
- [c1]Andrea Sorrentino, Fabio Cuzzolin, Ruggero Frezza:
Using Hidden Markov Models and Dynamic Size Functions for Gesture Recognition. BMVC 1997
Coauthor Index
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