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PRAIg '16 / +pics

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AERFAI Summer School on Deep Learning

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Alicante July 5-6, 2017

10th international workshop on Machine Learning and Music

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Barcelona: 16th October 2017

Project: Multimodal Interaction in Pattern Recognition and Computer Vision
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In this page: general info : members : partners : links : publications

General info:

Project Co-ordinator: Oncina Carratalá, Jose
Funding: Ministerio de Educación y Ciencia (Consolider Ingenio 2010)
Reference: CSD2007-00018
Budget: 360.000 euros
Period: from 2007-10-01 to 2012-09-30
Web: http://www.miprcv.iti.es
Summary:

Social and industrial demands for Multimodal Interactive (MI) technologies and advanced man-machine interfaces are increasing dramatically. Pattern Recognition (PR) and Computer Vision (CV) play a highly relevant role of in the development of these MI technologies and interfaces. However, traditional PR and CV technologies have mainly focused on full automation, even though full automation often proves elusive or unnatural in many applications, where technology is expected to assist rather than replace the human agents. MIPRCV establishes a five-years research programme to develop PR and CV approaches that explicitly deal with the challenges and opportunities entailed by the human-interaction paradigm. Based on these approaches, it also aims at implementing actual systems and prototypes for a number of important MI applications. The ultimate goal is to show how existing PR and CV technologies can naturally evolve to help the development of advanced multi-modal interactive systems that will realize the long standing promises of a seamless synergy between persons and machines.

Members:

Partners:
Links:
Publications:

  1. Micó, L.; Oncina, J.
    "A log square average case algorithm to make insertions in fast similarity search"
    Pattern Recognition Letters, vol. 33, pp. 1060–1065 (2012)
    : bibtex : pdf : more info
  2. Octavio Vicente and José M. Iñesta
    "Bass track selection in MIDI files and multimodal implications to melody"
    Proceedings of the Int. Conf. on Pattern Recognition Applications and Methods (ICPRAM 2012), ISBN: 978-989-8425-98-0, pp. 449--458, Vilamoura, Portugal (2012)
    : bibtex : more info
  3. Rico-Juan, J. R.; Iñesta, J. M.
    "Confidence voting method ensemble applied to off-line signature verification"
    Pattern Analysis and Applications, vol. 15, pp. 113--120 (2012)
    : bibtex : pdf : more info
  4. Rico-Juan, J. R.; Iñesta, J. M.
    "New rank methods for reducing the size of the training set using the nearest neighbor rule"
    Pattern Recognition Letters, vol. 33, pp. 654--660 (2012)
    : bibtex : pdf : more info : DOI
  5. Serrano, A.; Micó, L.;Oncina, J.
    "Restructuring Versus non Restructuring Insertions in MDF Indexes"
    ICPRAM 2012: 1st International Conference on Pattern Recognition Applications and Methods, ISBN: 978-989-8425-98-0, pp. 474--480, Vilamoura, Portugal (2012)
    : bibtex : pdf : more info
  6. Gallego-Sánchez, Antonio-Javier and Calera-Rubio, Jorge and López, Damián
    "Structural Graph Extraction from Images"
    Distributed Computing and Artificial Intelligence, ISBN: 978-3-642-28764-0, pp. 717-724 (2012)
    : bibtex : more info
  7. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "A distance for partially labeled trees"
    Lecture Notes in Computer Science, vol. 6669, pp. 492--499 (2011)
    : bibtex : pdf : more info
  8. Socorro, Raisa; Micó, Luisa; Oncina, Jose
    "A fast pivot-based indexing algorithm for metric spaces"
    Pattern Recognition Letters, vol. 32, pp. 1511-1516 (2011)
    : bibtex : pdf : more info
  9. Pérez-García, T., Iñesta, J.M., Ponce de León, P.J., Pertusa, A.
    "A Multimodal Music Transcription Prototype"
    Proc. of International Conference on Multimodal Interaction, ICMI 2011, ISBN: 978-1-4503-0641-6, pp. 315--318, Alicante, Spain (2011)
    : bibtex : more info
  10. Ponce de León, Pedro J.
    "A statistical pattern recognition approach to symbolic music classification"
    PhD Thesis. Supervisors: Iñesta, José M.
    University of Alicante, Alicante, Spain (2011)
    : bibtex : pdf : more info
  11. Abreu. J; Rico-Juan, J. R.
    "Characterization of contour regularities based on the Levenshtein edit distance"
    Pattern Recognition Letters, vol. 32, pp. 1421-1427 (2011)
    : bibtex : pdf : more info
  12. Bernabeu, J.F.; Calera-Rubio, J.; Iñesta, J.M.
    "Classifying melodies using tree grammars"
    Lecture Notes in Computer Science, vol. 6669, pp. 572--579 (2011)
    : bibtex : pdf : more info
  13. Socorro, R.; Micó, L.; Oncina, J.
    "Efficient search supporting several similarity queries by reordering pivots"
    Signal Processing, Pattern Recognition, and Applications (SPPRA 2011), ISBN: 978-0-88986-865-6, pp. 114-120, Innsbruck, Austria (2011)
    : bibtex : pdf : more info
  14. de la Higuera, C.; Oncina, J.
    "Finding the most probable string and the consensus string: an algorithmic study"
    In: 12th International Conference on Parsing Technologies (IWPT 2011), pp. 26-36, Dublin (2011)
    : bibtex : pdf : more info
  15. Serrano, A.; Micó, L.;Oncina, J.
    "Impact of the Initialization in Tree-Based Fast Similarity Search Techniques"
    SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition , ISBN: 978-3-642-24470-4, pp. 163-176, Venecia, Italia (2011)
    : bibtex : pdf : more info
  16. Oncina, Jose; Vidal, Enrique
    "Interactive Structured Output Prediction: Application to Chromosome Classification"
    Pattern Recognition and Image Analysis (LNCS), vol. 6669, pp. 256-264 (2011)
    : bibtex : pdf : more info
  17. Oncina, J; Rodríguez, R.
    "Interactive Text Generation"
    Multimodal Interactive Pattern Recognition and Applications, ISBN: 978-0-85729-478-4, pp. 195-207 (2011)
    : bibtex : more info
  18. Bernabeu, José F. and Calera-Rubio, Jorge and Iñesta, José M. and Rizo, David
    "Melodic Identification Using Probabilistic Tree Automata"
    Journal of New Music Research, vol. 40, pp. 93-103 (2011)
    : bibtex : more info : url
  19. Micó, L.; Oncina, J.
    "A Constant Average Time Algorithm to Allow Insertions in the LAESA Fast Nearest Neighbour Search Index"
    Proc. of the 20th International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, pp. 23--26 (2010)
    : bibtex : pdf : more info
  20. J. R. Rico-Juan; J. I Abreu
    "A new editing scheme based on a fast two-string median computation applied to OCR"
    Structural, Syntactic, and Statistical Pattern Recognition, ISBN: 978-3-642-14979-5, pp. 748--756, Cesme, Izmir, Turkey (2010)
    : bibtex : more info
  21. Gómez-Ballester, E.; Micó, L.; Thollard, F.; Oncina, J.; Moreno-Seco, F.
    "Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms "
    Structural, Syntactic, and Statistical Pattern Recognition, ISBN: 978-3-642-14979-5, pp. 80--89, Cesme, Turkey (2010)
    : bibtex : pdf : more info
  22. Pertusa, A.
    "Computationally efficient methods for polyphonic music transcription"
    PhD Thesis. Supervisors: Iñesta, José M.
    Universidad de Alicante (2010)
    : bibtex : pdf : more info
  23. Mayer, R., Rauber, A., Ponce de León, P.J., Pérez-Sancho, C., Iñesta, J.M.
    "Feature Selection in a Cartesian Ensemble of Feature Subspace Classifiers for Music Categorisation"
    Proc. of. ACM Multimedia Workshop on Music and Machine Learning (MML 2010), ISBN: 978-1-60558-933-6, pp. 53--56, Florence (Italy) (2010)
    : bibtex : more info
  24. Tomás Pérez-García, Carlos Pérez-Sancho, José M. Iñesta
    "Fusión de información armónica e instrumental para la clasificación de géneros musicales"
    Actas del II Workshop de Reconocimiento de Formas y Análisis de Imágenes (AERFAI), ISBN: 978-84-92812-66-0, pp. 147-153, Valencia, Spain (2010)
    : bibtex : more info
  25. José Luis Verdú Mas
    "Gramáticas probabilisticas para la desambiguación sintáctica"
    PhD Thesis. Supervisors:
    Dep. Lenguajese y sistemas informáticos. Univ. Alicante (2010)
    : bibtex : more info
  26. Pérez-García, T., Pérez-Sancho, C., Iñesta, J.M.
    "Harmonic and Instrumental Information Fusion for Musical Genre Classification"
    Proc. of. ACM Multimedia Workshop on Music and Machine Learning (MML 2010), ISBN: 978-1-60558-933-6, pp. 49--52, Florence (Italy) (2010)
    : bibtex : more info
  27. Bernabeu, J.F., Calera-Rubio, J., Iñesta, J.M., Rizo, D.
    "Tree language automata for melody recognition"
    Actas del II Workshop de Reconocimiento de Formas y Análisis de Imágenes (AERFAI), ISBN: 978-84-92812-66-0, pp. 17-22, Valencia, Spain (2010)
    : bibtex : pdf : more info
  28. Bernabeu, J.F., Calera-Rubio, J., Iñesta, J.M., Rizo, D.
    "A probabilistic approach to melodic similarity"
    Proceedings of MML 2009, pp. 48-53 (2009)
    : bibtex : pdf : more info
  29. Abreu J.I.; Rico-Juan, J. R.
    "Contour regularity extraction based on string edit distance"
    Lecture Notes in Computer Science, vol. 5524, pp. 160-167, Pòvoa de Varzim, Portugal (2009)
    : bibtex : more info
  30. Micó, L.; Oncina, J.
    "Experimental Analysis of Insertion Costs in a Naïve Dynamic MDF-Tree"
    Lecture Notes in Computer Science, vol. 5524, pp. 402-408, Povoa do Varzim (2009)
    : bibtex : pdf
  31. Pérez-Sancho, C.; Rizo, D; Iñesta, J.M.
    "Genre classification using chords and stochastic language models"
    Connection Science, vol. 21, pp. 145-159 (2009)
    : bibtex : more info
  32. Oncina, J.
    "Optimum Algorithm to Minimize Human Interactions in Sequential Computer Assisted Pattern Recognition"
    Pattern Recognition Letters, vol. 30, pp. 558-563 (2009)
    : bibtex : pdf
  33. Gómez-Ballester, E; Micó, L.; Oncina, J.
    "A pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms"
    Lecture Notes in Computer Science, vol. 5342, pp. 936-946 (2008)
    : bibtex : pdf : more info
  34. Olivares-Rodríguez, C.; Oncina, J.
    "A Stochastic Approach to Median String Computation"
    Lecture Notes in Computer Science, vol. 5342, pp. 431–440 (2008)
    : bibtex : pdf
  35. Pérez-Sancho, C.; Rizo, D.; Kersten, S.; Ramírez, R.
    "Genre classification of music by tonal harmony"
    Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 21-22, Helsinki, Finland (2008)
    : bibtex
  36. Illescas, P.R., Rizo, D., Iñesta, J.M.
    "Learning to analyse tonal music"
    Proc. Int. Workshop on Machine Learning and Music, MML 2008, pp. 25-26, Helsinki, Finland (2008)
    : bibtex : more info
  37. Habrard, A.; Iñesta, J.M.; Rizo, D.; Sebban, M.
    "Melody recognition with learned edit distances"
    Lecture Notes in Computer Science, vol. 5342, pp. 86-96 (2008)
    : bibtex : pdf
  38. Pertusa A., Iñesta J.M.
    "Multiple Fundamental Frequency estimation using Gaussian smoothness"
    Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, ICASSP 2008, ISBN: 1-4244-1484-9, pp. 105-108, Las Vegas, USA (2008)
    : bibtex : pdf
  39. Pertusa A.; Iñesta J. M.
    "Multiple Fundamental Frequency Estimation Using Gaussian Smoothness And Short Context."
    MIREX 2008 - Music Information Retrieval Evaluation eXchange, MIREX Fundamental Frequency Estimation & Tracking Contest., Philadelphia, Pennsylvania, USA (2008)
    : bibtex : pdf : MIREX 2008
  40. Pérez-Sancho, C.; Rizo, D.; Iñesta, J.M.
    "Stochastic text models for music categorization"
    Lecture Notes in Computer Science, vol. 5342, pp. 55-64 (2008)
    : bibtex : pdf

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