Ernest Valveny

Orcid: 0000-0002-0368-9697

Affiliations:
  • Autonomous University of Barcelona, Spain


According to our database1, Ernest Valveny authored at least 126 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Retrieval Augmented Verification: Unveiling Disinformation with Structured Representations for Zero-Shot Real-Time Evidence-guided Fact-Checking of Multi-modal Social media posts.
CoRR, 2024

Multimodal Transformer for Comics Text-Cloze.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Privacy-Aware Document Visual Question Answering.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 Workshops, 2024

Multi-page Document Visual Question Answering Using Self-attention Scoring Mechanism.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Machine Unlearning for Document Classification.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

GRIF-DM: Generation of Rich Impression Fonts Using Diffusion Models.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Image-Text Matching for Large-Scale Book Collections.
Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023
Hierarchical multimodal transformers for Multipage DocVQA.
Pattern Recognit., December, 2023

Privacy-Aware Document Visual Question Answering.
CoRR, 2023

Document Understanding Dataset and Evaluation (DUDE).
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Hierarchical multimodal transformers for Multi-Page DocVQA.
CoRR, 2022

EKTVQA: Generalized Use of External Knowledge to Empower Scene Text in Text-VQA.
IEEE Access, 2022

InfographicVQA.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

OCR-IDL: OCR Annotations for Industry Document Library Dataset.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Multimodal grid features and cell pointers for scene text visual question answering.
Pattern Recognit. Lett., 2021

Beyond visual semantics: Exploring the role of scene text in image understanding.
Pattern Recognit. Lett., 2021

Real-time Lexicon-free Scene Text Retrieval.
Pattern Recognit., 2021

ICDAR 2021 Competition on Document VisualQuestion Answering.
CoRR, 2021

External Knowledge Augmented Text Visual Question Answering.
CoRR, 2021

ICDAR 2021 Competition on Document Visual Question Answering.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Document Collection Visual Question Answering.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2019
Beyond Visual Semantics: Exploring the Role of Scene Text in Image Understanding.
CoRR, 2019

ICDAR 2019 Competition on Scene Text Visual Question Answering.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Can One Deep Learning Model Learn Script-Independent Multilingual Word-Spotting?
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Compact and Efficient Multitask Learning in Vision, Language and Speech.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Can Generative Adversarial Networks Teach Themselves Text Segmentation?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Scene Text Visual Question Answering.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Text box proposals for handwritten word spotting from documents.
Int. J. Document Anal. Recognit., 2018

Don't only Feel Read: Using Scene text to understand advertisements.
CoRR, 2018

Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Aligning Salient Objects to Queries: A Multi-modal and Multi-object Image Retrieval Framework.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
R-PHOC: Segmentation-Free Word Spotting using CNN.
CoRR, 2017

Visual Attention Models for Scene Text Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

R-PHOC: Segmentation-Free Word Spotting Using CNN.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2015
ICDAR 2015 competition on Robust Reading.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Query by string word spotting based on character bi-gram indexing.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Efficient indexing for Query By String text retrieval.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A Sliding Window Framework for Word Spotting Based on Word Attributes.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Datasets and Annotations for Document Analysis and Recognition.
Proceedings of the Handbook of Document Image Processing and Recognition, 2014

Segmentation-free word spotting with exemplar SVMs.
Pattern Recognit., 2014

Word Spotting and Recognition with Embedded Attributes.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Statistical segmentation and structural recognition for floor plan interpretation - Notation invariant structural element recognition.
Int. J. Document Anal. Recognit., 2014

e-Crowds: A Mobile Platform for Browsing and Searching in Historical Demography-Related Manuscripts.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013
Interactive Document Retrieval and Classification.
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Large-scale document image retrieval and classification with runlength histograms and binary embeddings.
Pattern Recognit., 2013

Writer identification in handwritten musical scores with bags of notes.
Pattern Recognit., 2013

Embedding of Graphs with discrete Attributes via Label frequencies.
Int. J. Pattern Recognit. Artif. Intell., 2013

Unsupervised Wall Detector in Architectural Floor Plans.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Deformable HOG-Based Shape Descriptor.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Handwritten Word Spotting with Corrected Attributes.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Unsupervised and Notation-Independent Wall Segmentation in Floor Plans Using a Combination of Statistical and Structural Strategies.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Runlength Histogram Image Signature for Perceptual Retrieval of Architectural Floor Plans.
Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Graph Clustering through Attribute Statistics Based Embedding.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Feature selection on node statistics based embedding of graphs.
Pattern Recognit. Lett., 2012

Graph embedding in vector spaces by node attribute statistics.
Pattern Recognit., 2012

A non-rigid appearance model for shape description and recognition.
Pattern Recognit., 2012

On the Correlation of Graph Edit Distance and L 1 Distance in the Attribute Statistics Embedding Space.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Coarse-to-Fine Approach for Handwritten Word Spotting in Large Scale Historical Documents Collection.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Document Classification Using Multiple Views.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Leveraging category-level labels for instance-level image retrieval.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient Exemplar Word Spotting.
Proceedings of the British Machine Vision Conference, 2012

2011
Editorial.
Int. J. Document Anal. Recognit., 2011

A generic framework for median graph computation based on a recursive embedding approach.
Comput. Vis. Image Underst., 2011

Multiple Classifiers for Graph of Words Embedding.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Wall Patch-Based Segmentation in Architectural Floorplans.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Non-rigid Feature Extraction Method for Shape Recognition.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Vocabulary Selection for Graph of Words Embedding.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Deforming the Blurred Shape Model for Shape Description and Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Report on the Symbol Recognition and Spotting Contest.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

Notation-Invariant Patch-Based Wall Detector in Architectural Floor Plans.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

Dimensionality Reduction for Graph of Words Embedding.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

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

Generation of synthetic documents for performance evaluation of symbol recognition & spotting systems.
Int. J. Document Anal. Recognit., 2010

Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representation.
Proceedings of the Structural, 2010

Perceptual Image Retrieval by Adding Color Information to the Shape Context Descriptor.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Symbol Classification Using Dynamic Aligned Shape Descriptor.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Interactive-predictive detection of handwritten text blocks.
Proceedings of the Document Recognition and Retrieval XVII, 2010

A polar-based logo representation based on topological and colour features.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A system to detect rooms in architectural floor plan images.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A kernel-based approach to document retrieval.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A bag of notes approach to writer identification in old handwritten musical scores.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 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

Optimal Classifier Fusion in a Non-Bayesian Probabilistic Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

A Rotation Invariant Page Layout Descriptor for Document Classification and Retrieval.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

The Diagonal Split: A Pre-segmentation Step for Page Layout Analysis and Classification.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 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

Comparing Graph Similarity Measures for Graphical Recognition.
Proceedings of the Graphics Recognition. Achievements, 2009

A Performance Characterization Algorithm for Symbol Localization.
Proceedings of the Graphics Recognition. Achievements, 2009

A Recursive Embedding Approach to Median Graph Computation.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Graph-Based <i>k</i>-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
Exact Median Graph Computation Via Graph Embedding.
Proceedings of the Structural, 2008

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

Performance Evaluation of Symbol Recognition and Spotting Systems: An Overview.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
A general framework for the evaluation of symbol recognition methods.
Int. J. Document Anal. Recognit., 2007

A Review of Shape Descriptors for Document Analysis.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Combination of OCR Engines for Page Segmentation Based on Performance Evaluation.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 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

Performance Characterization of Shape Descriptors for Symbol Representation.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Report on the Third Contest on Symbol Recognition.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

On the Combination of Ridgelets Descriptors for Symbol Recognition.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

Building Synthetic Graphical Documents for Performance Evaluation.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 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

2006
A new use of the ridgelets transform for describing linear singularities in images.
Pattern Recognit. Lett., 2006

Combination of shape descriptors using an adaptation of boosting.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

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

2005
Local Norm Features based on ridgelets Transform.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Report on the Second Symbol Recognition Contest.
Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

2004
Performance Evaluation of Symbol Recognition.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

A Platform to Extract Knowledge from Graphic Documents. Application to an Architectural Sketch Understanding Scenario.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003
A model for image generation and symbol recognition through the deformation of lineal shapes.
Pattern Recognit. Lett., 2003

A Case Study of Pattern Recognition: Symbol Recognition in Graphic Documents.
Proceedings of the Pattern Recognition in Information Systems, 2003

Numeral recognition for quality control of surgical sachets.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Radon Transform for Lineal Symbol Representation.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Line Detection Using Ridgelets Transform for Graphic Symbol Representation.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Symbol Recognition Contest: A Synthesis.
Proceedings of the Graphics Recognition, 2003

Indexing Technical Symbols Using Ridgelets Transform.
Proceedings of the Graphics Recognition, 2003

2002
Scan-to-XML: Automatic Generation of Browsable Technical Documents.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Learning of Structural Descriptions of Graphic Symbols Using Deformable Template Matching.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Symbol Recognition: Current Advances and Perspectives.
Proceedings of the Graphics Recognition Algorithms and Applications, 2001

2000
Hand-Drawn Symbol Recognition in Graphic Documents Using Deformable Template Matching and a Bayesian Framework.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Application of Deformable Template Matching to Symbol Recognition in Hand-written Architectural Drawings.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Deformable Template Matching within a Bayesian Framework for Hand-Written Graphic Symbol Recognition.
Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999


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