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Francesc Serratosa

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

77

Venues

11

Active years

1997–2026

Best venue rank

A*

Where they publish

Papers

77 indexed papers, newest first.

YearVenueTitleAuthors
2026ICPRGraphExplainer: Explaining nodes, edges and attributes of Graph Neural Network predictions.Jean Philippe Lemoine, Natlia Segura-Alabart, Francesc Serratosa
2024CIARPA Generative Algorithm to Compute NanoFingerprints.Francesc Serratosa
2024ICPRGraph Regression Based on Autoencoders and Graph Autoencoders.Francesc Serratosa
2023CIARPGraph Embedding of Almost Constant Large Graphs.Francesc Serratosa
2022SSPRGraph Regression Based on Graph Autoencoders.Sarah Fadlallah, Carme Juli, Francesc Serratosa
2022SSPRZero-Error Digitisation and Contextualisation of Piping and Instrumentation Diagrams Using Node Classification and Sub-graph Search.Elena Rica, Susana lvarez, Carlos Francisco Moreno-Garca, Francesc Serratosa
2022SSPRLearning Distances Between Graph Nodes and Edges.Elena Rica, Susana lvarez, Francesc Serratosa
2022SSPRTarragona Graph Database for Machine Learning Based on Graphs.Elena Rica, Susana lvarez, Francesc Serratosa
2020ICPRLearning Graph Matching Substitution Weights based on a Linear Regression.Shaima Algabli, Francesc Serratosa
2020ICPRIncorporating a graph-matching algorithm into a muscle mechanics model.Pep Santacruz, Francesc Serratosa
2019CAIPLearning the Graph Edit Distance Parameters for Point-Set Image Registration.Shaima Algabli, Pep Santacruz, Francesc Serratosa
2018ICPRGraph Edit Distance Testing through Synthetic Graphs Generation.Pep Santacruz, Francesc Serratosa
2018SSPRA Deep Neural Network Architecture to Estimate Node Assignment Costs for the Graph Edit Distance.Xavier Corts, Donatello Conte, Hubert Cardot, Francesc Serratosa
2018SSPRModelling the Generalised Median Correspondence Through an Edit Distance.Carlos Francisco Moreno-Garca, Francesc Serratosa
2018SSPRLearning the Sub-optimal Graph Edit Distance Edit Costs Based on an Embedded Model.Pep Santacruz, Francesc Serratosa
2016ETFASemi-automatic pose estimation of a fleet of robots with embedded stereoscopic cameras.Xavier Corts, Francesc Serratosa, Carlos Francisco Moreno-Garca
2016ETFAInteractive pose calibration of a set of cameras for video surveillance.Gaetano Manzo, Francesc Serratosa, Mario Vento
2016SSPROn the Relevance of Local Neighbourhoods for Greedy Graph Edit Distance.Xavier Corts, Francesc Serratosa, Kaspar Riesen
2016SSPRA Graph Repository for Learning Error-Tolerant Graph Matching.Carlos Francisco Moreno-Garca, Xavier Corts, Francesc Serratosa
2016SSPRGeneralised Median of a Set of Correspondences Based on the Hamming Distance.Carlos Francisco Moreno-Garca, Francesc Serratosa, Xavier Corts
2016SSPRGraph Edit Distance or Graph Edit Pseudo-Distance?Francesc Serratosa, Xavier Corts, Carlos Francisco Moreno-Garca
2015CAIPGround Truth Correspondence Between Nodes to Learn Graph-Matching Edit-Costs.Xavier Corts, Francesc Serratosa, Carlos Francisco Moreno-Garca
2015IBPRIAIterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets.Carlos Francisco Moreno-Garca, Xavier Corts, Francesc Serratosa
2015ICPRAMAn Interactive Model for Structural Pattern Recognition based on the Bayes Classifier.Xavier Corts, Francesc Serratosa, Carlos Francisco Moreno-Garca
2014CIARPLearning Graph-Matching Substitution Costs Based on the Optimality of the Oracle's Correspondence.Xavier Corts, Carlos Francisco Moreno-Garca, Francesc Serratosa
2014CIARPPartial to Full Image Registration Based on Candidate Positions and Multiple Correspondences.Carlos Francisco Moreno-Garca, Xavier Corts, Francesc Serratosa
2014ETFAHuman interaction to improve the image alignment on a cooperative robotic framework.Xavier Corts, Francesc Serratosa
2014SSPRWeighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions.Carlos Francisco Moreno-Garca, Francesc Serratosa
2014SSPREdit Distance Computed by Fast Bipartite Graph Matching.Francesc Serratosa, Xavier Corts
2013CAIPImproving the Correspondence Establishment Based on Interactive Homography Estimation.Xavier Corts, Carlos Francisco Moreno-Garca, Francesc Serratosa
2012ICPRComputing the graph edit distance using dominant sets.Nicola Rebagliati, Albert Sol-Ribalta, Marcello Pelillo, Francesc Serratosa
2012ICPRInteractive graph matching by means of imposing the pairwise costs.Francesc Serratosa, Xavier Corts, Albert Sol-Ribalta
2012SSPRActive Graph Matching Based on Pairwise Probabilities between Nodes.Xavier Corts, Francesc Serratosa, Albert Sol-Ribalta
2012SSPROn the Relation between the Common Labelling and the Median Graph.Nicola Rebagliati, Albert Sol-Ribalta, Marcello Pelillo, Francesc Serratosa
2012SSPRGraph Database Retrieval Based on Metric-Trees.Francesc Serratosa, Xavier Corts, Albert Sol-Ribalta
2012SSPRA Comparison between Structural and Embedding Methods for Graph Classification.Albert Sol-Ribalta, Xavier Corts, Francesc Serratosa
2011CAIPK-nn Queries in Graph Databases Using M-Trees.Francesc Serratosa, Albert Sol-Ribalta, Xavier Corts
2011IBPRIAGraph Matching on a Low-Cost and Parallel Architecture.David Rdenas, Francesc Serratosa, Albert Sol-Ribalta
2011IBPRIAA Probabilistic Framework to Obtain a Common Labelling between Attributed Graphs.Albert Sol-Ribalta, Francesc Serratosa
2010ICPRA Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features.Gerard Sanroma, Ren Alquzar, Francesc Serratosa
2010SSPRAttributed Graph Matching for Image-Features Association Using SIFT Descriptors.Gerard Sanroma, Ren Alquzar, Francesc Serratosa
2010SSPRGraduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs.Albert Sol-Ribalta, Francesc Serratosa
2009CAIPGraph-BasedMiquel Ferrer, Ernest Valveny, Francesc Serratosa, Itziar Bardaj, Horst Bunke
2009CIARPExperimental Assessment of Probabilistic Integrated Object Recognition and Tracking Methods.Francesc Serratosa, Nicols Amzquita Gmez, Ren Alquzar
2009CIARPOn the Computation of the Common Labelling of a Set of Attributed Graphs.Albert Sol-Ribalta, Francesc Serratosa
2009IBPRIAMedian Graph Computation by Means of a Genetic Approach Based on Minimum Common Supergraph and Maximum Common Subgraph.Miquel Ferrer, Ernest Valveny, Francesc Serratosa
2008CVPRDealing with occlusion in a probabilistic object tracking method.Nicols Amzquita Gmez, Ren Alquzar, Francesc Serratosa
2008ICPRAn approximate algorithm for median graph computation using graph embedding.Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Kaspar Riesen, Horst Bunke
2008ICPRImproving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation.Gerard Sanroma, Francesc Serratosa, Ren Alquzar
2008SSPRExact Median Graph Computation Via Graph Embedding.Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Horst Bunke
2008SSPRHybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes.Gerard Sanroma, Francesc Serratosa, Ren Alquzar
2007CIARPA New Algorithm to Compute the Distance Between Multi-dimensional Histograms.Francesc Serratosa, Gerard Sanroma, Alberto Sanfeliu
2007CVPRA New Method for Object Tracking Based on Regions Instead of Contours.Nicols Amzquita Gmez, Ren Alquzar, Francesc Serratosa
2007IBPRIAEvaluation of Spectral-Based Methods for Median Graph Computation.Miquel Ferrer, Francesc Serratosa, Ernest Valveny
2007IBPRIABounding the Size of the Median Graph.Miquel Ferrer, Ernest Valveny, Francesc Serratosa
2007PSIVTModelling Intermittently Present Features Using Nonlinear Point Distribution Models.Gerard Sanroma, Francesc Serratosa
2006CIARPSpectral Median Graphs Applied to Graphical Symbol Recognition.Miquel Ferrer, Ernest Valveny, Francesc Serratosa
2006CIARPObject Recognition and Tracking in Video Sequences: A New Integrated Methodology.Nicols Amzquita Gmez, Ren Alquzar, Francesc Serratosa
2006CIARPCombining Neural Networks and Clustering Techniques for Object Recognition in Indoor Video Sequences.Francesc Serratosa, Nicols Amzquita Gmez, Ren Alquzar
2006ICPRVision-Based Robot Positioning by an Exact Distance Between Hi.Francesc Serratosa, Alberto Sanfeliu
2006SSPRA Fast and Exact Modulo-Distance Between Histograms.Francesc Serratosa, Alberto Sanfeliu
2006SSPRAn Efficient Distance Between Multi-dimensional Histograms for Comparing Images.Francesc Serratosa, Gerard Sanroma
2005CIARPA Fast Distance Between Histograms.Francesc Serratosa, Alberto Sanfeliu
2005IBPRIASynthesis of Median Spectral Graph.Miquel Ferrer, Francesc Serratosa, Alberto Sanfeliu
2005IBPRIAMatching Attributed Graphs: 2nd-Order Probabilities for Pruning the Search Tree.Francesc Serratosa, Alberto Sanfeliu
2004ICPRDistance between 2D-Scenes based on Oriented Matroid Theory.Francesc Serratosa, Antoni Grau, Alberto Sanfeliu
2004SSPRDistance Measures between Attributed Graphs and Second-Order Random Graphs.Francesc Serratosa, Alberto Sanfeliu
2003IBPRIAOriented Matroids for Shape Representation and Indexing.Ernesto Staffetti, Antoni Grau, Francesc Serratosa, Alberto Sanfeliu
2003ICIPLearning and recognising 3D models represented by multiple views by means of methods based on random graphs.Alberto Sanfeliu, Francesc Serratosa
2002ICPRModelling and Recognising 3D-Objects Described by Multiple Views Using Function-Described Graphs.Francesc Serratosa, Alberto Sanfeliu, Ren Alquzar
2002SSPRTexprint : A New Algorithm to Discriminate Textures Structurally.Antoni Grau, Joan Climent, Francesc Serratosa, Alberto Sanfeliu
2002SSPREstimating the Joint Probability Distribution of Random Vertices and Arcs by Means of Second-Order Random Graphs.Francesc Serratosa, Ren Alquzar, Alberto Sanfeliu
2000ICPRClustering of Attributed Graphs and Unsupervised Synthesis of Function-Described Graphs.Alberto Sanfeliu, Ren Alquzar, Francesc Serratosa
2000ICPREfficient Algorithms for Matching Attributed Graphs and Function-Described Graphs.Francesc Serratosa, Ren Alquzar, Alberto Sanfeliu
2000SSPRDistance between Attributed Graphs and Function-Described Graphs Relaxing 2Ren Alquzar, Francesc Serratosa, Alberto Sanfeliu
1998SSPRSynthesis of Function-Described Graphs.Ren Alquzar, Alberto Sanfeliu, Francesc Serratosa
1997ICIAPFunction-Described Graphs Applied to 3D Object Representation.Francesc Serratosa, Alberto Sanfeliu