Marçal RossinyolPhD

Short Bio

Journal Papers25

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) PDF

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) PDF

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) PDF

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) PDF

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) PDF

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) PDF

8. On Avoiding Segmentation in Handwritten Keyword Spotting: Overview and Perspectives

   M. Rusiñol

   Manuscript Cultures, 15:5-11, (2020)

9. Classificació semàntica i visual de documents digitals

   M. Rusiñol

   Item: revista de biblioteconomia i documentació, 65-66, (2019)

10. 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) PDF

11. 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)

12. 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) PDF

13. 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) PDF

14. 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, (January 2016) PDF

15. 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) PDF

16. 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) PDF

17. 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) PDF

18. 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) PDF

19. 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) PDF

20. 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) PDF

21. 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) PDF

22. 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) PDF

23. 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) PDF

24. 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) PDF

25. 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) PDF

Selected Publications in International Conferences and Workshops74

1. WildKhmerST: A Comprehensive Dataset and Benchmark for Khmer Scene Text Detection and Recognition in the Wild

   V. Nom, S. Keo, S. Bakkali, M.M. Luqman, M. Coustaty, M. Rusiñol and J.M. Ogier

   Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2025

2. State-of-the-Art Khmer Text Recognition Using Deep Learning Models

   S. Keo, M. Coustaty, S. Bakkali and M. Rusiñol

   Proceedings of the ASEAN Conference on Emerging Technologies (ACET), 2025

3. GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification

   S. Bakkali, S. Biswas, Z. Ming, M. Coustaty, M. Rusiñol, O. Ramos and J. Lladós

   Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025 PDF

4. STEP - Towards Structured Scene-Text Spotting

   S. Garcia-Bordils, D. Karatzas and M. Rusiñol

   Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 PDF

5. Accelerating Transformer-Based Scene Text Detection and Recognition via Token Pruning

   S. Garcia-Bordils, D. Karatzas and M. Rusiñol

   Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2023 PDF

6. VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification

   S. Bakkali, Z. Ming, M. Coustaty, M. Rusiñol and O. Ramos

   Symposium International Francophone sur l'Ecrit et le Document (SIFED), 2023

7. Read While you Drive - Multilingual Text Tracking on the Road

   S. Garcia-Bordils, G. Tom, S. Battu, M. Mathew, M. Rusiñol, C.V. Jawahar and D. Karatzas

   Proceedings of the International Workshop on Document Analysis Systems (DAS), 2022 PDF

8. Distilling Content from Style for Handwritten Word Recognition

   L. Kang, P. Riba, M. Rusiñol, A. Fornés and M. Villegas

   Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR), 2020 Best Paper Award PDF

9. GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images

   L. Kang, P. Riba, Y. Wang, M. Rusiñol, A. Fornés and M. Villegas

   Proceedings of the European Conference on Computer Vision (ECCV), 2020 PDF

10. Cross-Modal Deep Networks For Document Image Classification

    S. Bakkali, Z. Ming, M. Coustaty and M. Rusiñol

    Proceedings of the IEEE International Conference on Image Processing (ICIP), 2020 PDF

11. Visual and Textual Deep Feature Fusion for Document Image Classification

    S. Bakkali, Z. Ming, M. Coustaty and M. Rusiñol

    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW-WTDDLE), 2020 PDF

12. RoadText-1K: Text Detection and Recognition Dataset for Driving Videos

    S. Reddy, M. Mathew, L. Gomez, M. Rusiñol, D. Karatzas and C.V. Jawahar

    Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2020 PDF

13. Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition

    L. Kang, M. Rusiñol, A. Fornés, P. Riba and M. Villegas

    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2020 PDF

14. Automatic Structured Text Reading for License Plates and Utility Meters

    M. Rusiñol, L. Gomez, A. Landman, M. Silva-Constenla and D. Karatzas

    Proceedings of the BMVC Workshop on Visual Artificial Intelligence and Entrepreneurship, (BMVC-VAIE), 2019 PDF

15. 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

    Proceedings of the ICCV Workshop on Closing the loop between Vision and Language (ICCV-CLVL), 2019

16. Scene Text Visual Question Answering

    A.F. Biten, R. Tito, A. Mafla, L. Gomez, M. Rusiñol, C.V. Jawahar, E. Valveny and D. Karatzas

    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2019 PDF

17. 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

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2019 PDF

18. Selective Text Style Transfer

    R. Gomez, A.F. Biten, L. Gomez, J. Gibert, M. Rusiñol and D. Karatzas

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2019 PDF

19. Self-Supervised Visual Representations for Cross-Modal Retrieval

    Y. Patel, L. Gomez, M. Rusiñol, D. Karatzas and C.V. Jawahar

    Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR), 2019 PDF

20. Good News, Everyone! Context driven entity-aware captioning for news images

    A.F. Biten, L. Gomez, M. Rusiñol and D. Karatzas

    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 PDF

21. Subtitulació automàtica d'imatges. Estat de l'art i limitacions en el context arxivístic

    L. Gomez, M. Rusiñol, A.F. Biten and D. Karatzas

    Proceedings of the Jornades Antoni Varés: Imatge i Recerca, 2018 PDF

22. 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

    Proceedings of the German Conference on Pattern Recognition (GCPR), 2018 PDF

23. Single Shot Scene Text Retrieval

    L. Gomez, A. Mafla, M. Rusiñol and D. Karatzas

    Proceedings of the European Conference on Computer Vision (ECCV), 2018 PDF

24. Cutting Sayre's Knot: Reading Scene Text without Segmentation. Application to Utility Meters

    L. Gomez, M. Rusiñol and D. Karatzas

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018 PDF

25. The Robust Reading Competition Annotation and Evaluation Platform

    D. Karatzas, L. Gomez, M. Rusiñol and A. Nicolaou

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018 PDF

26. Manuscript text line detection and segmentation using second-order derivatives analysis

    D. Aldavert and M. Rusiñol

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018 PDF

27. Synthetically generated semantic codebook for Bag-of-Visual-Words based word spotting

    D. Aldavert and M. Rusiñol

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018 PDF

28. Field Extraction by hybrid incremental and a-priori structural templates

    V. Poulain d'Andecy, E. Hartmann and M. Rusiñol

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2018 PDF

29. The Robust Reading Competition Annotation and Evaluation Platform

    D. Karatzas, L. Gomez and M. Rusiñol

    Proceedings of the International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST), 2017 PDF

30. 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

    Proceedings of the IAPR International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST), 2017 PDF

31. LSDE: Levenshtein Space Deep Embedding for Query-by-string Word Spotting

    L. Gomez, M. Rusiñol and D. Karatzas

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2017 PDF

32. Benchmarking Keypoint Filtering Approaches for Document Image Matching

    E. Royer, J. Chazalon, M. Rusiñol and F. Bouchara

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2017 Best Poster Award PDF

33. Automatic Static/Variable Content Separation in Administrative Document Images

    D. Aldavert, M. Rusiñol and R. Toledo

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2017 PDF

34. 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

    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 PDF

35. Dynamic Lexicon Generation for Natural Scene Images

    Y. Patel, L. Gomez, M. Rusiñol and D. Karatzas

    Proceedings of the ECCV International Workshop on Robust Reading (ECCV-IWRR), 2016 PDF

36. Filtrage de descripteurs locaux pour l'amélioration de la détection de documents

    M. Rusiñol, J. Chazalon and J.M. Ogier

    Proceedings of the Colloque International Francophone sur l'écrit et le Document (CIFED), 2016 PDF

37. Human-Document Interaction - a new frontier for document image analysis

    D. Karatzas, V.P. d'Andecy and M. Rusiñol

    Proceedings of the International Workshop on Document Analysis Systems (DAS), 2016 PDF

38. 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

    Proceedings of the International Workshop on Document Analysis Systems (DAS), 2016 PDF

39. Automatic Verification of Properly Signed Multi-page Document Images

    M. Rusiñol, D. Karatzas and J. Lladós

    Proceedings of the International Symposium on Visual Computing (ISVC), 2015 PDF

40. Improving Document Matching Performance by Local Descriptor Filtering

    J. Chazalon, M. Rusiñol and J.M. Ogier

    Proceedings of the International Workshop on Camera-Based Document Analysis and Recognition (CBDAR), 2015 PDF

41. 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

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015 PDF

42. Towards Query-by-Speech Handwritten Keyword Spotting

    M. Rusiñol, D. Aldavert, R. Toledo and J. Lladós

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015 PDF

43. Novel Line Verification for Multiple Instance Focused Retrieval in Document Collections

    H. Gao, M. Rusiñol, D. Karatzas, J. Lladós, R. Jain and D. Doermann

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015 PDF

44. A Comparative Study of Local Detectors and Descriptors for Mobile Document Classification

    M. Rusiñol, J. Chazalon, J.M. Ogier and J. Lladós

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015 PDF

45. A Semi-Automatic Groundtruthing Tool for Mobile-Captured Document Segmentation

    J. Chazalon, M. Rusiñol, J.M. Ogier and J. Lladós

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2015 PDF

46. Embedding Document Structure to Bag-of-Words through Pair-wise Stable Key-regions

    H. Gao, M. Rusiñol, D. Karatzas and J. Lladós

    Proceedings of the International Conference on Pattern Recognition (ICPR), 2014 PDF

47. Combining Focus Measure Operators to Predict OCR Accuracy in Mobile-Captured Document Images

    M. Rusiñol, J. Chazalon and J.M. Ogier

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2014 PDF

48. Normalisation et validation d'images de documents capturées en mobilité

    M. Rusiñol, J. Chazalon and J.M. Ogier

    Proceedings of the Colloque International Francophone sur l'écrit et le Document (CIFED), 2014 PDF

49. Fast structural matching for document image retrieval through spatial database

    H. Gao, M. Rusiñol, D. Karatzas and J. Lladós

    Proceedings of the International Conference on Document Recognition and Retrieval (DRR), 2014 PDF

50. Bag-of-Features HMMs for segmentation-free word spotting in handwritten documents

    L. Rothacker, M. Rusiñol and G.A. Fink

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013 PDF

51. 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

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013 PDF

52. Document Classification and Page Stream Segmentation for Digital Mailroom Applications

    A. Gordo, M. Rusiñol, D. Karatzas and A. Bagdanov

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013 PDF

53. Field Extraction from Administrative Documents by Incremental Structural Templates

    M. Rusiñol, T. Benkhelfallah and V. Poulain d'Andecy

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013 PDF

54. Integrating Visual and Textual Cues for Query-by-String Word Spotting

    D. Aldavert, M. Rusiñol, R. Toledo and J. Lladós

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013 PDF

55. Spotting Graphical Symbols in Camera-Acquired Documents in Real Time

    M. Rusiñol, D. Karatzas and J. Lladós

    Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2014 PDF

56. Classification of Administrative Document Images by Logo Identification

    M. Rusiñol, V. Poulain d'Andecy, D. Karatzas and J. Lladós

    Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2013 PDF

57. An Interactive Appearance-based Document Retrieval System for Historical Newspapers

    H. Gao, M. Rusiñol, D. Karatzas, A. Antonacopoulos and J. Lladós

    Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), 2013 PDF

58. 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

    Working Notes of the CLEF Conference and Labs of the Evaluation Forum (CLEF), 2012 PDF

59. Multipage Document Retrieval by Textual and Visual Representations

    M. Rusiñol, D. Karatzas, A.D. Bagdanov and J. Lladós

    Proceedings of the International Conference on Pattern Recognition (ICPR), 2012 PDF

60. The Role of the Users in Handwritten Word Spotting Applications: Query Fusion and Relevance Feedback

    M. Rusiñol and J. Lladós

    Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR), 2012 PDF

61. Browsing Heterogeneous Document Collections by a Segmentation-free Word Spotting Method

    M. Rusiñol, D. Aldavert, R. Toledo and J. Lladós

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2011 Best Paper Award PDF

62. Interactive Trademark Image Retrieval by Fusing Semantic and Visual Content

    M. Rusiñol, D. Aldavert, D. Karatzas, R. Toledo and J. Lladós

    Proceedings of the European Conference on Information Retrieval (ECIR), 2011 PDF

63. Automatic Index Generation of Digitized Map Series by Coordinate Extraction and Interpretation

    M. Rusiñol, R. Roset, J. Lladós and C. Montaner

    Proceedings of the International Workshop on Digital Technologies in Cartographic Heritage (DACH), 2011 PDF

64. Perceptual Image Retrieval by Adding Color Information to the Shape Context Descriptor

    M. Rusiñol, F. Noorbakhsh, D. Karatzas, E. Valveny and J. Lladós

    Proceedings of the IAPR International Conference on Pattern Recognition (ICPR), 2010 PDF

65. Efficient Logo Retrieval Through Hashing Shape Context Descriptors

    M. Rusiñol and J. Lladós

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2010 PDF

66. A Kernel-based Approach to Document Retrieval

    A. Gordo, J. Gibert, E. Valveny and M. Rusiñol

    Proceedings of the IAPR International Workshop on Document Analysis Systems (DAS), 2010 PDF

67. Symbol Recognition by Using a Concept Lattice of Graphical Patterns

    M. Rusiñol, K. Bertet, J.M. Ogier and J. Lladós

    Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2010 PDF

68. Logo Spotting by a Bag-of-words Approach for Document Categorization

    M. Rusiñol and J. Lladós

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2009 PDF

69. Segmentation Robust to the Vignette Effect for Machine Vision Systems

    D. Karatzas, M. Rusiñol, C. Antens and M. Ferrer

    Proceedings of the IAPR International Conference on Pattern Recognition (ICPR), 2008 PDF

70. Word and Symbol Spotting Using Spatial Organization of Local Descriptors

    M. Rusiñol and J. Lladós

    Proceedings of the IAPR Workshop on Document Analysis Systems (DAS), 2008 PDF

71. A Region-Based Hashing Approach for Symbol Spotting in Technical Documents

    M. Rusiñol and J. Lladós

    Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2008 PDF

72. Camera-Based Graphical Symbol Detection

    M. Rusiñol, J. Lladós and P. Dosch

    Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2007 PDF

73. Boundary Shape Recognition Using Accumulated Length and Angle Information

    M. Rusiñol, P. Dosch and J. Lladós

    Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IBPRIA), 2007 PDF

74. Symbol Spotting in Technical Drawings Using Vectorial Signatures

    M. Rusiñol and J. Lladós

    Proceedings of the IAPR International Workshop on Graphics Recognition (GREC), 2006 PDF

Books and Theses7

1. Flowchart Recognition in Patent Information Retrieval

   M. Rusiñol and J. Lladós

   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

   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

   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)

6. Geometric and Structural-based Symbol Spotting. Application to Focused Retrieval in Graphic Document Collections

   M. Rusiñol

   PhD thesis, Universitat Autònoma de Barcelona, (2009)

7. A Model of Vectorial Signatures in terms of Expressive Sub-shapes: Symbol Indexation in Technical Documents

   M. Rusiñol

   MSc thesis, Universitat Autònoma de Barcelona, (2006)

Distinctions, Trainings and Mentorships

• Training in the tech transfer program De la Ciència al Mercat, 2025 and 2026
• Training in the International Seminar on Global Sustainable Transportation Management, Georgia State University, 2025
• Mentor in the entrepreneurship programs AI4ALL and AI ACCELERATOR, 2023, 2024 and 2026
• AllRead selected as one of the 100 best startups in Spanish science and technology parks of 2023: The Association of Science and Technology Parks of Spain (APTE), 2023
• AllRead selected as Top 10 most disruptive Catalan companies in 2022: Exponential Leaders, Catalan Government, 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 Lánzate 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 Conférences, 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