Marçal Rossinyol AllRead

Marçal Rossinyol (PhD)

CTO & Co-Founder
AllRead Machine Learning Technologies
marcal [at] allread [dot] ai

Short Bio

Marçal Rossinyol received his B.Sc. (2004), M.Sc. (2006) and Ph.D. (2009) degrees in Computer Science from the Universitat Autònoma de Barcelona, Spain. From 2009-2020, he was a post-doctoral associate researcher at the Computer Vision Center where he participated in more than 20 competitive research projects, both nationally and from the European Commission, and in more than 15 technology transfer projects, being the IP of several of them.

In 2012 and 2014 he was a Marie Curie fellow researcher at the French company Itesoft and at the Laboratoire Informatique, Image et Interaction of the Université de La Rochelle.

He has served as program committee member in a dozen of international conferences and has been the organizer of several international workshops, competitions and tutorials. He is co-author of more than 95 publications in scientific journals and international conferences. He has won several IAPR best paper awards. With more than 3,000 citations, has an h-index of 32. Google Citations Profile.

He has been a Teaching Assistant and an Adjunct Lecturer at the Computer Science Department of the Universitat Autònoma de Barcelona since 2005. He has received the accreditations for Lecturer and Tenured Assistant from AQU in 2010 and 2017 respectively and the Maître de Conférence accreditation from the Education Ministry from France.

He has participated in several entrepreneurship programs aimed at transfering Intelligent Reading Systems research and innovations from academia to industry. In 2019 he co-founded the spin-off company AllRead where he currently is the CTO. He is a member of the ELLIS Society, the European Laboratory for Learning and Intelligent Systems.


Journal Papers

  1. VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification
    S. Bakkali, Z. Ming, M. Coustaty, M. Rusiñol and O. Ramos . Pattern Recognition, 139, (July 2023).
    | Paper |
  2. Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
    L. Kang, P. Riba, M. Rusiñol, A. Fornés and M. Villegas. Pattern Recognition, 129, (September 2022).
    | Paper |
  3. Content and Style Aware Generation of Text-line Images for Handwriting Recognition
    L. Kang, P. Riba, M. Rusiñol, A. Fornés and M. Villegas. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12):8846-8860, (December 2022).
    | Paper |
  4. Multimodal Grid Features and Cell Pointers for Scene Text Visual Question Answering
    L. Gómez, A.F. Biten, R. Tito, A. Mafla, M. Rusiñol, E. Valveny and D. Karatzas. Pattern Recognition Letters, 150, (October 2021).
    | Paper |
  5. Candidate Fusion: Integrating Language Modelling Into a Sequence-to-Sequence Handwritten Word Recognition Architecture
    L. Kang, P. Riba, M. Villegas, A. Fornés and M. Rusiñol. Pattern Recognition, 112, (April 2021).
    | Paper |
  6. EAML: Ensemble Self-Attention-Based Mutual Learning Network for Document Image Classification
    S. Bakkali, Z. Ming, M. Coustaty and M. Rusiñol. International Journal on Document Analysis and Recognition, 24:251-268, (June 2021).
  7. Real-time Lexicon-free Scene Text Retrieval
    A. Mafla, R. Tito, S. Dey, L. Gómez, M. Rusiñol, E. Valveny and D. Karatzas. Pattern Recognition, 110, (February 2021).
    | Paper |
  8. Classificació semàntica i visual de documents digitals
    M. Rusiñol. Item: revista de biblioteconomia i documentació, 65-66, (2019).
  9. Feature Extraction by Using Dual-Generalized Discriminative Common Vectors
    K. Diaz-Chito, J. Martínez del Rincón, M. Rusiñol and A. Hernández-Sabaté. Journal of Mathematical Imaging and Vision, 61(3):331-351, (March 2019).
    | Paper |
  10. Avances en clasificación de imágenes en los últimos diez años. Perspectivas y limitaciones en el ámbito de archivos fotográficos históricos
    M. Rusiñol and L. Gomez. Tábula, Revista anual de la Asociación de Archiveros de Castilla y León, 21:161-174, (2018).
  11. Augmented Songbook: an Augmented Reality Educational Application for Raising Music Awareness
    M. Rusiñol, J. Chazalon and K. Diaz-Chito. Multimedia Tools and Applications, 77(11):13773-13798, (June 2018).
    | Paper |
  12. Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction
    K. Diaz-Chito, J. Martínez del Rincón, A. Hernández-Sabaté, M. Rusiñol and F.J. Ferri. Journal of Mathematical Imaging and Vision, 60(4):512-524, (May 2018).
    | Paper |
  13. La Visió per Computador com a Eina per a la Interpretació Automàtica de Fonts Documentals
    A Fornés, J. Lladós, O. Ramos and M. Rusiñol. Lligall, Revista Catalana d'Arxivística, 39:20-46, (Januray 2016).
    | Paper |
  14. A Study of Bag-of-Visual-Words Representations for Handwritten Keyword Spotting
    D. Aldavert, M. Rusiñol, R. Toledo and J. Lladós. International Journal on Document Analysis and Recognition, 18(3):223-234, (September 2015).
    | Paper |
  15. Efficient segmentation-free keyword spotting in historical document collections
    M. Rusiñol, D. Aldavert, R. Toledo and J. Lladós. Pattern Recognition, 48(2):545-555, (February 2015).
    | Paper |
  16. A Two-stage Approach to Segmentation-Free Query-by-example Word Spotting
    L. Rothacker, M. Rusiñol, J. Lladós and G. Fink. Manuscript Cultures, 7:47-58, (2014).
    | Paper |
  17. Multimodal page classification in administrative document image streams
    M. Rusiñol, V. Frinken, D. Karatzas, A.D. Bagdanov and J. Lladós. International Journal on Document Analysis and Recognition, 17(4):331-341, (December 2014).
    | Paper |
  18. Flowchart Recognition for Non-Textual Information Retrieval in Patent Search
    M. Rusiñol, L.P. de las Heras and O. Ramos. Information Retrieval, 17(5-6):545-562, (October 2014).
    | Paper |
  19. Boosting the Handwritten Word Spotting Experience by Including the User in the Loop
    M. Rusiñol and J. Lladós. Pattern Recognition, 47(3):1063-1072, (March 2014).
    | Paper |
  20. On the Influence of Word Representations for Handwritten Word Spotting in Historical Documents
    J. Lladós, M. Rusiñol, A. Fornés, D. Fernández and A. Dutta. International Journal of Pattern Recognition and Artificial Intelligence, 26(5):1263002.1-1263002.25, (August 2012).
    | Paper |
  21. Automatic Index Generation of Digitized Map Series by Coordinate Extraction and Interpretation
    M. Rusiñol, R. Roset, J. Lladós and C. Montaner. e-Perimetron, 6(4):219-229, (December 2011).
    | Paper |
  22. Relational Indexing of Vectorial Primitives for Symbol Spotting in Line-Drawing Images
    M. Rusiñol, A. Borrás and J. Lladós. Pattern Recognition Letters, 31(3):188-201, (February 2010).
    | Paper |
  23. Symbol Spotting in Vectorized Technical Drawings Through a Lookup Table of Region Strings
    M. Rusiñol, J. Lladós and G. Sánchez. Pattern Analysis and Applications, 13(3):321-331, (August 2010).
    | Paper |
  24. A Performance Evaluation Protocol for Symbol Spotting Systems in Terms of Recognition and Location Indices
    M. Rusiñol and J. Lladós. International Journal on Document Analysis and Recognition, 12(2):83-96, (July 2009).
    | Paper |

Selected Publications in International Conferences and Workshops

  1. Accelerating Transformer-Based Scene Text Detection and Recognition via Token Pruning
     S. Garcia, D. Karatzas and M. Rusiñol. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2023.
    | Paper |
  2. VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification
     S. Bakkali, Z. Ming, M. Coustaty, M. Rusiñol and O. Ramos . In Symposium International Francophone sur l'Ecrit et le Document(SIFED), 2023.
  3. Read While you Drive - Multilingual Text Tracking on the Road
     S. Garcia, G. Tom, S. Battu, M. Mathew, M. Rusiñol, C.V. Jawahar and D. Karatzas. In Proceedings of the International Workshop on Document Analysis Systems (DAS), 2022.
    | Paper |
  4. Distilling Content from Style for Handwritten Word Recognition.
    L. Kang, P. Riba, M. Rusiñol, A. Fornés and M. Villegas. In Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR), 2020. Best Paper Award.
    | Paper |
  5. GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images.
    L. Kang, P. Riba, Y. Wang, M. Rusiñol, A. Fornés and M. Villegas. In Proceedings of the European Conference on Computer Vision (ECCV), 2020.
    | Paper |
  6. Cross-Modal Deep Networks For Document Image Classification.
    S. Bakkali, Z. Ming, M. Coustaty and M. Rusiñol. In Proceedings of the IEEE International Conference on Image Processing (ICIP), 2020.
    | Paper |
  7. Visual and Textual Deep Feature Fusion for Document Image Classification.
    S. Bakkali, Z. Ming, M. Coustaty and M. Rusiñol. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW-WTDDLE), 2020.
    | Paper |
  8. RoadText-1K: Text Detection and Recognition Dataset for Driving Videos.
    S. Reddy, M. Mathew, L. Gomez, M. Rusiñol, D. Karatzas and C.V. Jawahar. In Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2020.
    | Paper |
  9. Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition.
    L. Kang, M. Rusiñol, A. Fornés, P. Riba and M. Villegas. In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), 2020.
    | Paper |
  10. Automatic Structured Text Reading for License Plates and Utility Meters.
    M. Rusiñol, L. Gomez, A. Landman, M. Silva-Constenla and D. Karatzas. In Proceedings of the BMVC Workshop on Visual Artificial Intelligence and Entrepreneurship, (BMVC-VAIE), 2019.
    | Paper |
  11. ICDAR 2019 Competition on Scene Text Visual Question Answering.
    A.F. Biten, R. Tito, A. Mafla, L. Gomez, M. Rusiñol, M. Mathew, C.V. Jawahar, E. Valveny and D. Karatzas. In Proceedings of the ICCV Workshop on Closing the loop between Vision and Language (ICCV-CLVL), 2019.
  12. Scene Text Visual Question Answering.
    A.F. Biten, R. Tito, A. Mafla, L. Gomez, M. Rusiñol, C.V. Jawahar, E. Valveny and D. Karatzas. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2019.
    | Paper |
  13. ICDAR 2019 Competition on Scene Text Visual Question Answering.
    A.F. Biten, R. Tito, A. Mafla, L. Gomez, M. Rusiñol, M. Mathew, C.V. Jawahar, E. Valveny and D. Karatzas. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2019.
    | Paper |
  14. Selective Text Style Transfer.
    R. Gomez, A.F. Biten, L. Gomez, J. Gibert, M. Rusiñol and D. Karatzas. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2019.
    | Paper |
  15. Self-Supervised Visual Representations for Cross-Modal Retrieval.
    Y. Patel, L. Gomez, M. Rusiñol, D. Karatzas and C.V. Jawahar. In Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR), 2019.
    | Paper |
  16. Good News, Everyone! Context driven entity-aware captioning for news images.
    A.F. Biten, L. Gomez, M. Rusiñol and D. Karatzas. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
    | Paper |
  17. Subtitulació automàtica d'imatges. Estat de l'art i limitacions en el context arxivístic.
    L. Gomez, M. Rusiñol, A.F. Biten and D. Karatzas. In Proceedings of the Jornades Antoni Varés: Imatge i Recerca, 2018.
    | Paper |
  18. Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition.
    L. Kang, J.I. Toledo, P. Riba, M. Villegas, A. Fornés and M. Rusiñol. In Proceedings of the German Conference on Pattern Recognition (GCPR), 2018.
    | Paper |
  19. Single Shot Scene Text Retrieval.
    L. Gomez, A. Mafla, M. Rusiñol and D. Karatzas. In Proceedings of the European Conference on Computer Vision (ECCV), 2018.
    | Paper |
  20. Cutting Sayre's Knot: Reading Scene Text without Segmentation. Application to Utility Meters.
    L. Gomez, M. Rusiñol and D. Karatzas. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018.
    | Paper |
  21. The Robust Reading Competition Annotation and Evaluation Platform.
    D. Karatzas, L. Gomez, M. Rusiñol and A. Nicolaou. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018.
    | Paper |
  22. Manuscript text line detection and segmentation using second-order derivatives analysis.
    D. Aldavert and M. Rusiñol. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018.
    | Paper |
  23. Synthetically generated semantic codebook for Bag-of-Visual-Words based word spotting.
    D. Aldavert and M. Rusiñol. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018.
    | Paper |
  24. Field Extraction by hybrid incremental and a-priori structural templates.
    V. Poulain d'Andecy, E. Hartmann and M. Rusiñol. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018.
    | Paper |
  25. The Robust Reading Competition Annotation and Evaluation Platform.
    D. Karatzas, L. Gomez and M. Rusiñol. In Proceedings of the International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST), 2017.
    | Paper |
  26. SmartDoc 2017 Video Capture: Mobile Document Acquisition in Video Mode.
    J. Chazalon, P. Gomez-Krämer, J.C. Burie, M. Coustaty, S. Eskenazi, M. Luqman, N. Nayef, M. Rusiñol, N. Sidère and J.M. Ogier. In Proceedings of the IAPR International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST), 2017.
    | Paper |
  27. LSDE: Levenshtein Space Deep Embedding for Query-by-string Word Spotting.
    L. Gomez, M. Rusiñol and D. Karatzas. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR) , 2017.
    | Paper |
  28. Benchmarking Keypoint Filtering Approaches for Document Image Matching.
    E. Royer, J. Chazalon, M. Rusiñol and F. Bouchara. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR) , 2017. Best Poster Award.
    | Paper |
  29. Automatic Static/Variable Content Separation in Administrative Document Images.
    D. Aldavert, M. Rusiñol and R. Toledo. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR) , 2017.
    | Paper |
  30. Self-supervised learning of visual features through embedding images into text topic spaces.
    Y. Patel, L. Gomez, M. Rusiñol, C.V. Jawahar and D. Karatzas. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
    | Paper |
  31. Dynamic Lexicon Generation for Natural Scene Images.
    Y. Patel, L. Gomez, M. Rusiñol and D. Karatzas. In Proceedings of the ECCV International Workshop on Robust Reading (ECCV-IWRR), 2016.
    | Paper |
  32. Filtrage de descripteurs locaux pour l'amélioration de la détection de documents.
    M. Rusiñol, J. Chazalon and J.M. Ogier. In Proceedings of the Colloque International Francophone sur l'écrit et le Document (CIFED), 2016.
    | Paper |
  33. Human-Document Interaction - a new frontier for document image analysis.
    D. Karatzas, V.P. d'Andecy and M. Rusiñol. In Proceedings of the International Workshop on Document Analysis Systems (DAS), 2016.
    | Paper |
  34. Delaunay triangulation-based features for Camera-based document image retrieval system.
    Q. Bao, M. Rusiñol, M. Coustaty, M.M. Luqman C.D. Tran and J.M. Ogier. In Proceedings of the International Workshop on Document Analysis Systems (DAS), 2016.
    | Paper |
  35. Automatic Verification of Properly Signed Multi-page Document Images.
    M. Rusiñol, D. Karatzas and J. Lladós. In Proceedings of the International Symposium on Visual Computing (ISVC), 2015.
    | Paper |
  36. Improving Document Matching Performance by Local Descriptor Filtering.
    J. Chazalon, M. Rusiñol and J.M. Ogier. In Proceedings of the International Workshop on Camera-Based Document Analysis and Recognition (CBDAR), 2015.
    | Paper |
  37. ICDAR2015 Competition on Smartphone Document Capture and OCR (SmartDoc).
    J.C. Burie, J. Chazalon, M. Coustaty, S. Eskenazi, M.M. Luqman, M. Mehri, N. Nayef, J.M. Ogier, S. Prum and M. Rusiñol. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015.
    | Paper |
  38. Towards Query-by-Speech Handwritten Keyword Spotting.
    M. Rusiñol, D. Aldavert, R. Toledo and J. Lladós. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015.
    | Paper |
  39. Novel Line Verification for Multiple Instance Focused Retrieval in Document Collections.
    H. Gao, M. Rusiñol, D. Karatzas, J. Lladós, R. Jain and D. Doermann. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015.
    | Paper |
  40. A Comparative Study of Local Detectors and Descriptors for Mobile Document Classification.
    M. Rusiñol, J. Chazalon, J.M. Ogier and J. Lladós. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015.
    | Paper |
  41. A Semi-Automatic Groundtruthing Tool for Mobile-Captured Document Segmentation.
    J. Chazalon, M. Rusiñol, J.M. Ogier and J. Lladós. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015.
    | Paper |
  42. Embedding Document Structure to Bag-of-Words through Pair-wise Stable Key-regions.
    H. Gao, M. Rusiñol, D. Karatzas and J. Lladós. In Proceedings of the International Conference on Pattern Recognition (ICPR), 2014.
    | Paper |
  43. Combining Focus Measure Operators to Predict OCR Accuracy in Mobile-Captured Document Images.
    M. Rusiñol, J. Chazalon and J.M. Ogier. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2014.
    | Paper |
  44. Normalisation et validation d'images de documents capturées en mobilité.
    M. Rusiñol, J. Chazalon and J.M. Ogier. In Proceedings of the Colloque International Francophone sur l'écrit et le Document (CIFED), 2014.
    | Paper |
  45. Fast structural matching for document image retrieval through spatial database.
    H. Gao, M. Rusiñol, D. Karatzas and J. Lladós. In Proceedings of the International Conference on Document Recognition and Retrieval (DRR), 2014.
    | Paper |
  46. Bag-of-Features HMMs for segmentation-free word spotting in handwritten documents.
    L. Rothacker, M. Rusiñol and G.A. Fink. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013.
    | Paper |
  47. Key-region Detection for Document Images -- Application to Administrative Document Retrieval.
    H. Gao, M. Rusiñol, D. Karatzas, J. Lladós, T. Sato, M. Iwamura and K. Kise. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013.
    | Paper |
  48. Document Classification and Page Stream Segmentation for Digital Mailroom Applications.
    A. Gordo, M. Rusiñol, D. Karatzas and A. Bagdanov. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013.
    | Paper |
  49. Field Extraction from Administrative Documents by Incremental Structural Templates.
    M. Rusiñol, T. Benkhelfallah and V. Poulain d'Andecy. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013.
    | Paper |
  50. Integrating Visual and Textual Cues for Query-by-String Word Spotting.
    D. Aldavert, M. Rusiñol, R. Toledo and J. Lladós. . In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013.
    | Paper |
  51. Spotting Graphical Symbols in Camera-Acquired Documents in Real Time.
    M. Rusiñol, D. Karatzas and J. Lladós. In Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2014.
    | Paper |
  52. Classification of Administrative Document Images by Logo Identification.
    M. Rusiñol, V. Poulain d'Andecy, D. Karatzas and J. Lladós. . In Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2013.
    | Paper |
  53. An Interactive Appearance-based Document Retrieval System for Historical Newspapers.
    H. Gao, M. Rusiñol, D. Karatzas, A. Antonacopoulos and J. Lladós. In Proceedings of the International Conference on computer Vision Theory and Applications (VISAPP), 2013.
    | Paper |
  54. CVC-UAB's participation in the Flowchart Recognition Task of CLEF-IP 2012.
    M. Rusiñol, L. Pere de las Heras, J. Mas, O. Ramos Terrades, D. Karatzas, A. Dutta, G. Sánchez and J. Lladós. In Working Notes of the CLEF Conference and Labs of the Evaluation Forum (CLEF), 2012.
    | Paper |
  55. Multipage Document Retrieval by Textual and Visual Representations.
    M. Rusiñol, D. Karatzas, A.D. Bagdanov and J. Lladós. . In Proceedings of the International Conference On Pattern Recognition (ICPR), 2012.
    | Paper |
  56. The Role of the Users in Handwritten Word Spotting Applications: Query Fusion and Relevance Feedback.
    M. Rusiñol and J. Lladós. . In Proceedings of the International Conference On Frontiers in Handwrittem Recognition (ICFHR), 2012.
    | Paper |
  57. Browsing Heterogeneous Document Collections by a Segmentation-free Word Spotting Method.
    M. Rusiñol, D. Aldavert, R. Toledo and J. Lladós. . In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2011. Best Paper Award.
    | Paper |
  58. Interactive Trademark Image Retrieval by Fusing Semantic and Visual Content.
    M. Rusiñol, D. Aldavert, D. Karatzas, R. Toledo and J. Lladós. In Proceedings of the European Conference on Information Retrieval (ECIR), 2011.
    | Paper |
  59. Automatic Index Generation of Digitized Map Series by Coordinate Extraction and Interpretation.
    M. Rusiñol, R. Roset, J. Lladós and C. Montaner. In Proceedings of the International Workshop on Digital Technologies in Cartographic Heritage (DACH), 2011.
    | Paper |
  60. Perceptual Image Retrieval by Adding Color Information to the Shape Context Descriptor.
    M. Rusiñol, F. Noorbakhsh, D. Karatzas, E. Valveny and J. Lladós. In Proceedings of the IAPR International Conference on Pattern Recognition (ICPR), 2010.
    | Paper |
  61. Efficient Logo Retrieval Through Hashing Shape Context Descriptors.
    M. Rusiñol and J. Lladós. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2010.
    | Paper |
  62. A Kernel-based Approach to Document Retrieval.
    A. Gordo, J. Gibert, E. Valveny and M. Rusiñol. In Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2010.
    | Paper |
  63. Symbol Recognition by Using a Concept Lattice of Graphical Patterns.
    M. Rusiñol, K. Bertet, J.M. Ogier and J. Lladós. In Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2010.
    | Paper |
  64. Logo Spotting by a Bag-of-words Approach for Document Categorization.
    M. Rusiñol and J. Lladós. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2009.
    | Paper |
  65. Segmentation Robust to the Vignette Effect for Machine Vision Systems.
    D. Karatzas, M. Rusiñol, C. Antens and M. Ferrer. In Proceedings of the IAPR International Conference on Pattern Recognition (ICPR), 2008.
    | Paper |
  66. Word and Symbol Spotting Using Spatial Organization of Local Descriptors.
    M. Rusiñol and J. Lladós. In Proceedings of the IAPR Workshop on Document Analysis Systems (DAS), 2008.
    | Paper |
  67. A Region-Based Hashing Approach for Symbol Spotting in Technical Documents.
    M. Rusiñol and J. Lladós. In Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2008.
    | Paper |
  68. Camera-Based Graphical Symbol Detection.
    M. Rusiñol, J. Lladós and P. Dosch. In Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2007.
    | Paper |
  69. Boundary Shape Recognition Using Accumulated Length and Angle Information.
    M. Rusiñol, P. Dosch and J. Lladós. In Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IBPRIA), 2007.
    | Paper |
  70. Symbol Spotting in Technical Drawings Using Vectorial Signatures.
    M. Rusiñol and J. Lladós. In Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2006.
    | Paper |

Books and Theses

  1. Flowchart Recognition in Patent Information Retrieval.
    M. Rusiñol and J. Lladós. In Current Challenges in Patent Information Retrieval. M. Lupu, K. Mayer, N. Kando, A.J. Trippe; (eds). Volume 37 of The Information Retrieval Series, pp 351-368, (March 2017). Springer Berlin Heidelberg.
  2. Graphics Recognition Techniques.
    M. Rusiñol and J. Lladós. In Handbook of Document Image Processing and Recognition. D. Doermann and K. Tombre; (eds). pp 489-521, (April 2014). Springer-Verlag London Limited.
  3. Interactive Document Retrieval and Classification.
    E. Valveny, O. Ramos, J. Mas and M. Rusiñol. In Multimodal Interaction in Image and Video Applications. A.D. Sappa and J. Vitriá (eds). Intelligent Systems Reference Library Volume 48, pp 17-30, (2013). Springer Berlin Heidelberg.
  4. Symbol Spotting in Digital Libraries: Focused Retrieval over Graphic-rich Document Collections.
    M. Rusiñol and J. Lladós. Springer-Verlag London Limited. (2010).
  5. Achievements and New Opportunities in Computer Vision.
    A. Fornés. A. Hernández-Sabaté, D. Ponsa and M. Rusiñol (eds). Proceedings of the Fifth CVC Workshop. (2010).

Distinctions

  • AllRead selected as Top 10 most disruptives Catalan companies in 2022: Exponential Leaders, Catalan Goverment, ministry of business and labour, and ACCIÓ, 2022.
  • Membership: ELLIS - the European Laboratory for Learning and Intelligent Systems - Society, 2022.
  • AllRead winner of the Emprendedor XXI program under category DeepTechXXI: CaixaBank DayOne, 2021.
  • AllRead winner of the Lanzate program: EOI Escuela de Organización Industrial and Orange, 2020.
  • Best Paper Award: International Conference on Frontiers in Handwriting Recognition (ICFHR), International Association of Pattern Recognition (IAPR), 2020.
  • AllRead winner of the SeedRocket program: Best Spanish startup, BStartup, Banc Sabadell, 2021.
  • AllRead selected Project: The Collider, Mobile World Capital Barcelona, 2019.
  • Best Poster Award: International Conference on Document Analysis and Recognition (ICDAR), International Association of Pattern Recognition (IAPR), 2017.
  • Accreditation: Tenured Assistant, Agència per a la Qualitat del Sistema Universitari de Catalunya (AQU), 2017.
  • Winner: Ideas Generation Program, Parc de Recerca de la UAB, 2016.
  • Selected Project: Market Assessment Program, ACCIÓ / EADA Business School, 2016.
  • Winner: ICFHR Competition on Word Spotting, International Association of Pattern Recognition (IAPR), 2016.
  • 2nd place: ICDAR Competition on Word Spotting, International Association of Pattern Recognition (IAPR), 2015.
  • Finalist: VALORTEC Competition on Business Ideas, Agència per la Competitivitat de l'Empresa (ACCIÓ), 2014.
  • Accreditation: Maître de Confèrences, Ministère de l'Enseignement Supérieur, de la Recherche et de l'Innovation, 2014.
  • Finalist: Apps&Cultura Challenge, AppCircus, 2014.
  • Winner: Flowchart Recognition Task of the CLEF-IP Evaluation Campaign, CLEF-IP, 2012.
  • Best Paper Award: International Conference on Document Analysis and Recognition (ICDAR), International Association of Pattern Recognition (IAPR), 2011.
  • Accreditation: Lecturer Teacher, Agència per a la Qualitat del Sistema Universitari de Catalunya (AQU), 2010.
 
Marçal Rossinyol, 2023.

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