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José A. Rodríguez Serrano
- Research Fellow at the Computer Vision Group, University of Leeds
- 2008-2009 Research Associate Loughborough University
- 2005-2009 PhD candidate Computer Vision Centre, at the Universitat Autonoma de Barcelona and Xerox Research Centre Europe
Research interests: Application of machine learning techniques to video and image understanding, handwritten word-spotting, hidden Markov models, sequential data.
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Selected publications
Updated 07.2009
2009
J.A. Rodríguez-Serrano and F. Perronnin, Handwritten word-spotting using hidden Markov models and universal vocabularies, Pattern Recognition 42(9), pp.2106-2116, 2009
[
PDF (Pre-print)] [
PDF at Elsevier] [BibTeX]
J.A. Rodríguez-Serrano, F. Perronnin, J. Lladós and Gemma Sánchez, A similarity measure between vector sequences with application to handwritten word image retrieval, CVPR 09 [ PDF] [Poster] [BibTeX]
F. Perronnin, J.A. Rodríguez-Serrano, Fisher kernels for handwritten word-spotting, ICDAR 09 [ PDF] [Slides] [BibTeX]
J.A. Rodríguez-Serrano, Statistical framework and prior information modeling in handwritten word-spotting, PhD thesis, 2009 [ PDF] [BibTeX]
2008
J.A. Rodríguez, F. Perronnin, G. Sánchez, J. Lladós, Unsupervised writer style adaptation for handwritten word spotting, International Conference on Pattern Recognition (ICPR 08), Tampa Bay, USA.
(This article obtained an IBM Best Student Paper Award)
[ PDF] [ PDF at IEEE] [BibTeX]
J.A. Rodríguez and F. Perronnin, Local gradient histogram features for word spotting in unconstrained handwritten documents, International Conference of Frontiers in Handwriting Recognition (ICFHR 08), Montreal, Canada, July 2008. [ PDF] [BibTeX]
J.A. Rodríguez and F. Perronnin, Score normalization for HMM-based word spotting using a universal background model, International Conference of Frontiers in Handwriting Recognition (ICFHR 08), Montreal, Canada, July 2008. [ PDF] [BibTeX]
2007
J.A. Rodríguez, G. Sánchez, and J. Lladós. A Pen-based Interface for Real-time Document Edition. 9th International Conference on Document Analysis and Recognition (ICDAR 07), pp. 939-944, Curitiba, Brazil, September 2007.
[ PDF] [ PDF at IEEE] [Demo video] [BibTeX]
2006
J.A. Rodríguez, G. Sánchez, J. Lladós, Automatic interpretation of proofreading sketches, Sketch-based interfaces and modelling (Eurographics Symposium Proceedings), p. 35-42, 2006. [ PDF] [BibTeX]
Other resources
Updated 05.2009
Slides of the seminar Object detection in documents (word spotting), Computer Science Department, Loughborough University, 19/11/2008.