Francesc Serratosa

According to our database1, Francesc Serratosa authored at least 133 papers between 1997 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
A commentary on "Learning error-correcting graph matching with a multiclass neural network", Pattern Recognition Letters, 2018.
Pattern Recognit. Lett., 2020

2019
Editorial.
Pattern Recognit. Lett., 2019

Generalised median of graph correspondences.
Pattern Recognit. Lett., 2019

Graph edit distance: Restrictions to be a metric.
Pattern Recognit., 2019

On-Line Learning the Edit Costs Based on an Embedded Model.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

Learning the Graph Edit Costs: What Do We Want to Optimise?
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

Sub-optimal Graph Matching by Node-to-Node Assignment Classification.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

Learning the Graph Edit Distance Parameters for Point-Set Image Registration.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
Embedding the node-to-node mappings to learn the Graph edit distance parameters.
Pattern Recognit. Lett., 2018

A Methodology to Generate Attributed Graphs with a Bounded Graph Edit Distance for Graph-Matching Testing.
IJPRAI, 2018

Learning the Sub-optimal Graph Edit Distance Edit Costs Based on an Embedded Model.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Modelling the Generalised Median Correspondence Through an Edit Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

A Deep Neural Network Architecture to Estimate Node Assignment Costs for the Graph Edit Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Graph Edit Distance Testing through Synthetic Graphs Generation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Obtaining the consensus of multiple correspondences between graphs through online learning.
Pattern Recognit. Lett., 2017

Correspondence consensus of two sets of correspondences through optimisation functions.
Pattern Anal. Appl., 2017

Node Matching Computation Between Two Large Graphs in Linear Computational Cost.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

An Edit Distance Between Graph Correspondences.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

2016
Learning Graph Matching Substitution Weights Based on the Ground Truth Node Correspondence.
IJPRAI, 2016

Online human assisted and cooperative pose estimation of 2D cameras.
Expert Syst. Appl., 2016

Cooperative pose estimation of a fleet of robots based on interactive points alignment.
Expert Syst. Appl., 2016

Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research.
Computación y Sistemas, 2016

Consensus of multiple correspondences between sets of elements.
Comput. Vis. Image Underst., 2016

Function-Described Graphs for Structural Pattern Recognition.
CoRR, 2016

Graph Edit Distance or Graph Edit Pseudo-Distance?
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Generalised Median of a Set of Correspondences Based on the Hamming Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

A Graph Repository for Learning Error-Tolerant Graph Matching.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

On the Relevance of Local Neighbourhoods for Greedy Graph Edit Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Interactive pose calibration of a set of cameras for video surveillance.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Semi-automatic pose estimation of a fleet of robots with embedded stereoscopic cameras.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015
Graph Edit Distance: Moving from global to local structure to solve the graph-matching problem.
Pattern Recognit. Lett., 2015

Corrigendum to "Fast Computation of Bipartite Graph Matching" [Pattern Recognition Letters 45, (2014), pp: 244-250].
Pattern Recognit. Lett., 2015

Improving bipartite graph matching by assessing the assignment confidence.
Pattern Recognit. Lett., 2015

Learning graph-matching edit-costs based on the optimality of the oracle's node correspondences.
Pattern Recognit. Lett., 2015

Interactive graph-matching using active query strategies.
Pattern Recognit., 2015

Online learning the consensus of multiple correspondences between sets.
Knowl. Based Syst., 2015

Computation of graph edit distance: Reasoning about optimality and speed-up.
Image Vis. Comput., 2015

Speeding up Fast Bipartite Graph Matching Through a New Cost Matrix.
IJPRAI, 2015

An interactive method for the image alignment problem based on partially supervised correspondence.
Expert Syst. Appl., 2015

Learning Heuristics to Reduce the Overestimation of Bipartite Graph Edit Distance Approximation.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

An Interactive Model for Structural Pattern Recognition based on the Bayes Classifier.
Proceedings of the ICPRAM 2015, 2015

Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Consensus of Two Graph Correspondences Through a Generalisation of the Bipartite Graph Matching.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

A First Step Towards Exact Graph Edit Distance Using Bipartite Graph Matching.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

On the Influence of Node Centralities on Graph Edit Distance for Graph Classification.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Ground Truth Correspondence Between Nodes to Learn Graph-Matching Edit-Costs.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Fast computation of Bipartite graph matching.
Pattern Recognit. Lett., 2014

Towards the estimation of feature-based semantic similarity using multiple ontologies.
Knowl. Based Syst., 2014

Fast and Efficient Palmprint Identification of a Small Sample within a Full Image.
Computación y Sistemas, 2014

Edit Distance Computed by Fast Bipartite Graph Matching.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Weighted Mean Assignment of a Pair of Correspondences Using Optimisation Functions.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Human interaction to improve the image alignment on a cooperative robotic framework.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Partial to Full Image Registration Based on Candidate Positions and Multiple Correspondences.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Learning Graph-Matching Substitution Costs Based on the Optimality of the Oracle's Correspondence.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Graduated Assignment Algorithm for Multiple Graph Matching Based on a Common Labeling.
IJPRAI, 2013

Component retrieval based on a database of graphs for Hand-Written Electronic-Scheme Digitalisation.
Expert Syst. Appl., 2013

Active-Learning Query Strategies Applied to Select a Graph Node Given a Graph Labelling.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

Improving the Correspondence Establishment Based on Interactive Homography Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Smooth point-set registration using neighboring constraints.
Pattern Recognit. Lett., 2012

Enabling semantic similarity estimation across multiple ontologies: An evaluation in the biomedical domain.
J. Biomed. Informatics, 2012

On the Graph Edit Distance Cost: Properties and Applications.
IJPRAI, 2012

A probabilistic integrated object recognition and tracking framework.
Expert Syst. Appl., 2012

A new graph matching method for point-set correspondence using the EM algorithm and Softassign.
Comput. Vis. Image Underst., 2012

Group-wise Sparse Correspondences between Images based on a Common Labelling Approach.
Proceedings of the VISAPP 2012, 2012

A Comparison between Structural and Embedding Methods for Graph Classification.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Graph Database Retrieval Based on Metric-Trees.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

On the Relation between the Common Labelling and the Median Graph.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Active Graph Matching Based on Pairwise Probabilities between Nodes.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Interactive graph matching by means of imposing the pairwise costs.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Computing the graph edit distance using dominant sets.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Models and algorithms for computing the common labelling of a set of attributed graphs.
Comput. Vis. Image Underst., 2011

A Probabilistic Framework to Obtain a Common Labelling between Attributed Graphs.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Graph Matching on a Low-Cost and Parallel Architecture.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Exploration of the Labelling Space Given Graph Edit Distance Costs.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

Automatic Learning of Edit Costs Based on Interactive and Adaptive Graph Recognition.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

Smooth Simultaneous Structural Graph Matching and Point-Set Registration.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

Parallel Graduated Assignment Algorithm for Multiple Graph Matching Based on a Common Labelling.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

K-nn Queries in Graph Databases Using M-Trees.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Generalized median graph computation by means of graph embedding in vector spaces.
Pattern Recognit., 2010

Graph Matching using SIFT Descriptors - An Application to Pose Recovery of a Mobile Robot.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs.
Proceedings of the Structural, 2010

Attributed Graph Matching for Image-Features Association Using SIFT Descriptors.
Proceedings of the Structural, 2010

Graph Indexing and Retrieval Based on Median Graphs.
Proceedings of the Advances in Pattern Recognition, 2010

A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Median graph: A new exact algorithm using a distance based on the maximum common subgraph.
Pattern Recognit. Lett., 2009

Median graphs: A genetic approach based on new theoretical properties.
Pattern Recognit., 2009

Tracking Deformable Objects and Dealing with Same Class Object Occlusion.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Median Graph Computation by Means of a Genetic Approach Based on Minimum Common Supergraph and Maximum Common Subgraph.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

A Structural and Semantic Probabilistic Model for Matching and Representing a Set of Graphs.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

On the Computation of the Common Labelling of a Set of Attributed Graphs.
Proceedings of the Progress in Pattern Recognition, 2009

Experimental Assessment of Probabilistic Integrated Object Recognition and Tracking Methods.
Proceedings of the Progress in Pattern Recognition, 2009

Graph-Based k-Means Clustering: A Comparison of the Set Median versus the Generalized Median Graph.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms.
IJPRAI, 2008

Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes.
Proceedings of the Structural, 2008

Exact Median Graph Computation Via Graph Embedding.
Proceedings of the Structural, 2008

Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An approximate algorithm for median graph computation using graph embedding.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Shape Learning with Function-Described Graphs.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Dealing with occlusion in a probabilistic object tracking method.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Modelling Intermittently Present Features Using Nonlinear Point Distribution Models.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Bounding the Size of the Median Graph.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Evaluation of Spectral-Based Methods for Median Graph Computation.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

On the Relation Between the Median and the Maximum Common Subgraph of a Set of Graphs.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

A New Method for Object Tracking Based on Regions Instead of Contours.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A New Algorithm to Compute the Distance Between Multi-dimensional Histograms.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Signatures versus histograms: Definitions, distances and algorithms.
Pattern Recognit., 2006

An Efficient Distance Between Multi-dimensional Histograms for Comparing Images.
Proceedings of the Structural, 2006

A Fast and Exact Modulo-Distance Between Histograms.
Proceedings of the Structural, 2006

Vision-Based Robot Positioning by an Exact Distance Between Hi.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Combining Neural Networks and Clustering Techniques for Object Recognition in Indoor Video Sequences.
Proceedings of the Progress in Pattern Recognition, 2006

Object Recognition and Tracking in Video Sequences: A New Integrated Methodology.
Proceedings of the Progress in Pattern Recognition, 2006

Spectral Median Graphs Applied to Graphical Symbol Recognition.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Object and image indexing based on region connection calculus and oriented matroid theory.
Discret. Appl. Math., 2005

Matching Attributed Graphs: 2nd-Order Probabilities for Pruning the Search Tree.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Synthesis of Median Spectral Graph.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

A Fast Distance Between Histograms.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Second-Order Random Graphs For Modeling Sets Of Attributed Graphs And Their Application To Object Learning And Recognition.
IJPRAI, 2004

Distance Measures between Attributed Graphs and Second-Order Random Graphs.
Proceedings of the Structural, 2004

Distance between 2D-Scenes based on Oriented Matroid Theory.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Function-described graphs for modelling objects represented by sets of attributed graphs.
Pattern Recognit., 2003

Learning and recognising 3D models represented by multiple views by means of methods based on random graphs.
Proceedings of the 2003 International Conference on Image Processing, 2003

Oriented Matroids for Shape Representation and Indexing.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Shape Representation and Indexing Based on Region Connection Calculus and Oriented Matroid Theory.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2002
Graph-based representations and techniques for image processing and image analysis.
Pattern Recognit., 2002

Synthesis of Function-Described Graphs and Clustering of Attributed Graphs.
IJPRAI, 2002

Estimating the Joint Probability Distribution of Random Vertices and Arcs by Means of Second-Order Random Graphs.
Proceedings of the Structural, 2002

Texprint : A New Algorithm to Discriminate Textures Structurally.
Proceedings of the Structural, 2002

Modelling and Recognising 3D-Objects Described by Multiple Views Using Function-Described Graphs.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000
Distance between Attributed Graphs and Function-Described Graphs Relaxing 2nd Order Restrictions.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Efficient Algorithms for Matching Attributed Graphs and Function-Described Graphs.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Clustering of Attributed Graphs and Unsupervised Synthesis of Function-Described Graphs.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Synthesis of Function-Described Graphs.
Proceedings of the Advances in Pattern Recognition, 1998

1997
Function-Described Graphs Applied to 3D Object Representation.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997


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