Marcello Pelillo

Peter Kontschieder, Samuel Rota Bulò, Michael Donoser, Marcello Pelillo, Horst Bischof: Evolutionary Hough Games for coherent object detection. Computer Vision and Image Understanding 116(11): 1149-1158 (2012)

Aykut Erdem, Marcello Pelillo: Graph Transduction as a Noncooperative Game. Neural Computation 24(3): 700-723 (2012)

Samuel Rota Bulò, Peter Kontschieder, Marcello Pelillo, Horst Bischof: Structured Local Predictors for image labelling. CVPR 2012: 3530-3537

Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa: Computing the graph edit distance using dominant sets. ICPR 2012: 1080-1083

Peter Kontschieder, Samuel Rota Bulò, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo, Horst Bischof: Context-Sensitive Decision Forests for Object Detection. NIPS 2012: 440-448

Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa: On the Relation between the Common Labelling and the Median Graph. SSPR/SPR 2012: 107-115

Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa: On the Relation Between the Common Labelling and the Median Graph. CoRR abs/1210.8262 (2012)

Samuel Rota Bulò, Marcello Pelillo, Immanuel M. Bomze: Graph-based quadratic optimization: A fast evolutionary approach. Computer Vision and Image Understanding 115(7): 984-995 (2011)

Samuel Rota Bulò, Massimo Rabbi, Marcello Pelillo: Content-based image retrieval with relevance feedback using random walks. Pattern Recognition 44(9): 2109-2122 (2011)

Peter Kontschieder, Samuel Rota Bulò, Michael Donoser, Marcello Pelillo, Horst Bischof: Semantic Image Labelling as a Label Puzzle Game. BMVC 2011: 1-12

Aykut Erdem, Marcello Pelillo: Graph Transduction as a Non-cooperative Game. GbRPR 2011: 195-204

Peter Kontschieder, Samuel Rota Bulò, Horst Bischof, Marcello Pelillo: Structured class-labels in random forests for semantic image labelling. ICCV 2011: 2190-2197

Marcello Pelillo, Edwin R. Hancock (Eds.): Similarity-Based Pattern Recognition - First International Workshop, SIMBAD 2011, Venice, Italy, September 28-30, 2011. Proceedings. Lecture Notes in Computer Science 7005, Springer 2011, isbn 978-3-642-24470-4

Samuel Rota Bulò, Marcello Pelillo: Probabilistic Clustering Using the Baum-Eagon Inequality. ICPR 2010: 1429-1432

Samuel Rota Bulò, Immanuel M. Bomze, Marcello Pelillo: Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems. SSPR/SPR 2010: 275-285

Samuel Rota Bulò, André Lourenço, Ana L. N. Fred, Marcello Pelillo: Pairwise Probabilistic Clustering Using Evidence Accumulation. SSPR/SPR 2010: 395-404

Samuel Rota Bulò, Marcello Pelillo: A New Spectral Bound on the Clique Number of Graphs. SSPR/SPR 2010: 680-689

Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo: A game-theoretic approach to partial clique enumeration. Image Vision Comput. 27(7): 911-922 (2009)

Samuel Rota Bulò, Marcello Pelillo: A generalization of the Motzkin-Straus theorem to hypergraphs. Optimization Letters 3(2): 287-295 (2009)

Andrea Torsello, Marcello Pelillo: Hierarchical Pairwise Segmentation Using Dominant Sets and Anisotropic Diffusion Kernels. EMMCVPR 2009: 182-192

Andrea Albarelli, Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo: Matching as a non-cooperative game. ICCV 2009: 1319-1326

Samuel Rota Bulò, Marcello Pelillo: New Bounds on the Clique Number of Graphs Based on Spectral Hypergraph Theory. LION 2009: 45-58

Samuel Rota Bulò, Marcello Pelillo: A Game-Theoretic Approach to Hypergraph Clustering. NIPS 2009: 1571-1579

Marcello Pelillo: From Cliques to Equilibria: The Dominant-Set Framework for Pairwise Data Clustering. PRIS 2009: 5-5

Marcello Pelillo: Heuristics for Maximum Clique and Independent Set. Encyclopedia of Optimization 2009: 1508-1520

Marcello Pelillo: Replicator Dynamics in Combinatorial Optimization. Encyclopedia of Optimization 2009: 3279-3291

Samuel Rota Bulò, Andrea Albarelli, Andrea Torsello, Marcello Pelillo: A hypergraph-based approach to affine parameters estimation. ICPR 2008: 1-4

Andrea Torsello, Samuel Rota Bulò, Marcello Pelillo: Beyond partitions: Allowing overlapping groups in pairwise clustering. ICPR 2008: 1-4

Andrea Albarelli, Marcello Pelillo, Sebastiano Viviani: Consensus Graphs for Symmetry Plane Estimation. SSPR/SPR 2008: 197-206

Massimiliano Pavan, Marcello Pelillo: Dominant Sets and Pairwise Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 29(1): 167-172 (2007)

Anna Sperotto, Marcello Pelillo: Szemerédi's Regularity Lemma and Its Applications to Pairwise Clustering and Segmentation. EMMCVPR 2007: 13-27

Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo: A Continuous-Based Approach for Partial Clique Enumeration. GbRPR 2007: 61-70

Andrea Torsello, Marco Di Gesu, Marcello Pelillo: Integrating Boundary Information in Pairwise Segmentation. ICIAP 2007: 23-28

Andrea Torsello, Andrea Albarelli, Marcello Pelillo: Matching Relational Structures using the Edge-Association Graph. ICIAP 2007: 775-780

Samuel Rota Bulò, Marcello Pelillo: A Continuous Characterization of Maximal Cliques in k-Uniform Hypergraphs. LION 2007: 220-233

Roland Glantz, Marcello Pelillo: Graph polynomials from principal pivoting. Discrete Mathematics 306(24): 3253-3266 (2006)

Marcello Pelillo, Andrea Torsello: Payoff-Monotonic Game Dynamics and the Maximum Clique Problem. Neural Computation 18(5): 1215-1258 (2006)

Manuele Bicego, Vittorio Murino, Marcello Pelillo, Andrea Torsello: Similarity-based pattern recognition. Pattern Recognition 39(10): 1813-1814 (2006)

Andrea Torsello, Samuel Rota Bulò, Marcello Pelillo: Grouping with Asymmetric Affinities: A Game-Theoretic Perspective. CVPR (1) 2006: 292-299

Andrea Torsello, Dzena Hidovic Rowe, Marcello Pelillo: Polynomial-Time Metrics for Attributed Trees. IEEE Trans. Pattern Anal. Mach. Intell. 27(7): 1087-1099 (2005)

Andrea Torsello, Massimiliano Pavan, Marcello Pelillo: Spatio-temporal Segmentation Using Dominant Sets. EMMCVPR 2005: 301-315

Dzena Hidovic, Marcello Pelillo: Metrics For Attributed Graphs Based On The Maximal Similarity Common Subgraph. IJPRAI 18(3): 299-313 (2004)

Roland Glantz, Marcello Pelillo, Walter G. Kropatsch: Matching Segmentation Hierarchies. IJPRAI 18(3): 397-424 (2004)

Marco Locatelli, Immanuel M. Bomze, Marcello Pelillo: The combinatorics of pivoting for the maximum weight clique. Oper. Res. Lett. 32(6): 523-529 (2004)

Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia: Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26(2): 145-146 (2004)

Andrea Torsello, Dzena Hidovic, Marcello Pelillo: A Polynomial-Time Metric for Attributed Trees. ECCV (4) 2004: 414-427

Massimiliano Pavan, Marcello Pelillo: Efficiently Segmenting Images with Dominant Sets. ICIAR (1) 2004: 17-24

Giacomo Colle, Marcello Pelillo: Relaxation Labeling Processes for Protein Secondary Structure Prediction. ICPR (2) 2004: 355-358

Andrea Torsello, Dzena Hidovic, Marcello Pelillo: Four Metrics for Efficiently Comparing Attributed Trees. ICPR (2) 2004: 467-470

Massimiliano Pavan, Marcello Pelillo: Efficient Out-of-Sample Extension of Dominant-Set Clusters. NIPS 2004

Massimiliano Pavan, Marcello Pelillo: Fast Dominant-Set Clustering. WIRN 2004: 281-289

Massimiliano Pavan, Marcello Pelillo: Image Segmentation by Dominant Sets. Electronic Notes in Discrete Mathematics 12: 166-177 (2003)

Mário A. T. Figueiredo, Edwin R. Hancock, Marcello Pelillo, Josiane Zerubia: Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 25(11): 1361-1363 (2003)

Alessio Massaro, Marcello Pelillo: Matching graphs by pivoting. Pattern Recognition Letters 24(8): 1099-1106 (2003)

Massimiliano Pavan, Marcello Pelillo: Pairwise Data Clustering Using Monotone Game Dynamics. AI*IA 2003: 201-212

Massimiliano Pavan, Marcello Pelillo: Graph-Theoretic Approach to Clustering and Segmentation. CVPR (1) 2003: 145-152

Massimiliano Pavan, Marcello Pelillo: Generalizing the Motzkin-Straus Theorem to Edge-Weighted Graphs, with Applications to Image Segmentation. EMMCVPR 2003: 485-500

Paolo Fosser, Roland Glantz, Marco Locatelli, Marcello Pelillo: Swap Strategies for Graph Matching. GbRPR 2003: 142-153

Roland Glantz, Marcello Pelillo: Graph Polynomials, Principal Piovoting, and Maximum Independent Sets. GbRPR 2003: 166-177

Massimiliano Pavan, Marcello Pelillo: Dominant Sets and Hierarchical Clustering. ICCV 2003: 362-369

Massimiliano Pavan, Marcello Pelillo: Unsupervised texture segmentation by dominant sets and game dynamics. ICIAP 2003: 302-307

Roland Glantz, Marcello Pelillo, Walter G. Kropatsch: Hierarchical matching of panoramic images. ICIAP 2003: 328-333

Immanuel M. Bomze, Marco Budinich, Marcello Pelillo, Claudio Rossi: Annealed replication: a new heuristic for the maximum clique problem. Discrete Applied Mathematics 121(1-3): 27-49 (2002)

Marcello Pelillo: Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 24(11): 1535-1541 (2002)

Alessio Massaro, Marcello Pelillo, Immanuel M. Bomze: A Complementary Pivoting Approach to the Maximum Weight Clique Problem. SIAM Journal on Optimization 12(4): 928-948 (2002)

Sven J. Dickinson, Marcello Pelillo, Ramin Zabih: Introduction to the Special Section on Graph Algorithms in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 23(10): 1049-1052 (2001)

Marcello Pelillo: Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics. EMMCVPR 2001: 423-437

Alessio Massaro, Marcello Pelillo: A Complementary Pivoting Approach to Graph Matching. EMMCVPR 2001: 469-479

Marcello Pelillo: Evolutionary Game Dynamics in Combinatorial Optimization: An Overview. EvoWorkshops 2001: 182-192

Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker: Many-to-many Matching of Attributed Trees Using Association Graphs and Game Dynamics. IWVF 2001: 583-593

Marcello Pelillo: Matching Free Trees with Replicator Equations. NIPS 2001: 865-872

Andrea Torsello, Marcello Pelillo: Continuous-time relaxation labeling processes. Pattern Recognition 33(11): 1897-1908 (2000)

Immanuel M. Bomze, Marcello Pelillo, Volker Stix: Approximating the maximum weight clique using replicator dynamics. IEEE Trans. Neural Netw. Learning Syst. 11(6): 1228-1241 (2000)

Massimo Bartoli, Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker: Attributed Tree Homomorphism Using Association Graphs. ICPR 2000: 2133-2136

Arun Jagota, Marcello Pelillo, Anand Rangarajan: A New Deterministic Annealing Algorithm for Maximum Clique. IJCNN (6) 2000: 505-508

Marcello Pelillo: Replicator Equations, Maximal Cliques, and Graph Isomorphism. Neural Computation 11(8): 1933-1955 (1999)

Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker: Matching Hierarchical Structures Using Association Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 21(11): 1105-1120 (1999)

Andrea Torsello, Marcello Pelillo: Continuous-Time Relaxation Labeling Processes. EMMCVPR 1999: 253-268

Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker: Attributed Tree Matching and Maximum Weight Cliques. ICIAP 1999: 1154-1159

Edwin R. Hancock, Marcello Pelillo (Eds.): Energy Minimization Methods in Computer Vision and Pattern Recognition, Second International Workshop, EMMCVPR'99, York, UK, July 26-29, 1999, Proceedings. Lecture Notes in Computer Science 1654, Springer 1999, isbn 3-540-66294-4

Edwin R. Hancock, Marcello Pelillo: A Bayesian interpretation for the exponential correlation associative memory. Pattern Recognition Letters 19(2): 149-159 (1998)

Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker: Matching Hierarchical Structures Using Association Graphs. ECCV (2) 1998: 3-16

Marcello Pelillo: Replicator Equations, Maximal Cliques, and Graph Isomorphism. NIPS 1998: 550-556

Marcello Pelillo: The Dynamics of Nonlinear Relaxation Labeling Processes. Journal of Mathematical Imaging and Vision 7(4): 309-323 (1997)

Marcello Pelillo, Anna Maria Fanelli: Autoassociative learning in relaxation labeling networks. Pattern Recognition Letters 18(1): 3-12 (1997)

Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo: An iterative pruning algorithm for feedforward neural networks. IEEE Trans. Neural Netw. Learning Syst. 8(3): 519-531 (1997)

Marcello Pelillo, Edwin R. Hancock (Eds.): Energy Minimization Methods in Computer Vision and Pattern Recognition, First International Workshop, EMMCVPR'97, Venice, Italy, May 21-23, 1997, Proceedings. Lecture Notes in Computer Science 1223, Springer 1997, isbn 3-540-62909-2

Marcello Pelillo: A Relaxation Algorithm for Estimating the Domain of Validity of Feedforward Neural Networks. Neural Processing Letters 3(3): 113-121 (1996)

Marcello Pelillo, Immanuel M. Bomze: Parallelizable Evolutionary Dynamics Principles for Solving the Maximum Clique Problem. PPSN 1996: 676-685

Giovanna Castellano, Anna Maria Fanelli, Marcello Pelillo: Iterative pruning in second-order recurrent neural networks. Neural Processing Letters 2(6): 5-8 (1995)

Marcello Pelillo, Fabio Abbattista, Angelo Maffione: An evolutionary approach to training relaxation labeling processes. Pattern Recognition Letters 16(10): 1069-1078 (1995)

Marcello Pelillo: Clique Finding Relaxation Labeling Networks. ACCV 1995: 343-352

Marcello Pelillo, Anna Maria Fanelli: An asymmetric associative memory model based on relaxation labeling processes. ESANN 1995

Marcello Pelillo, Mario Refice: Learning Compatibility Coefficients for Relaxation Labeling Processes. IEEE Trans. Pattern Anal. Mach. Intell. 16(9): 933-945 (1994)

Marcello Pelillo, Fabio Abbattista, Angelo Maffione: Evolutionary Learning for Relaxation Labeling Processes. AI*IA 1993: 230-241

Marcello Pelillo, Anna Maria Fanelli: A Method of Pruning Layered Feed-Forward Neural Networks. IWANN 1993: 278-283

Marcello Pelillo, Franca Moro, Mario Refice: Probabilistic prediction of parts-of-speech from word spelling using decision trees. ICSLP 1992

Marcello Pelillo, Mario Refice: Learning compatibility coefficients for word-class disambiguation relaxation processes. ICSLP 1992

Marcello Pelillo, Mario Refice: Syntactic category disambiguation through relaxation processes. EUROSPEECH 1991