Billede af Sergio Escalera Guerrero

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Sergio Escalera Guerrero

 https://orcid.org/0000-0003-0617-8873
20062024

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  • 2006

    Decoding of ternary error correcting output codes

    Escalera, S., Pujol, O. & Radeva, P., 2006, Progress in Pattern Recognition, Image Analysis and Applications - 11th Iberoamerican Congress in Pattern Recognition, CIARP 2006, Proceedings. Springer, s. 753-763 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 4225 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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    15 Citationer (Scopus)

  • ECOC-ONE: A novel coding and decoding strategy

    Escalera, S., Pujol, O. & Radeva, P., 2006, Proceedings - 18th International Conference on Pattern Recognition, ICPR 2006. s. 578-581 4 s. 1699592. (Proceedings - International Conference on Pattern Recognition, Bind 3).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    46 Citationer (Scopus)

  • Optimal extension of error correcting output codes

    Escalera, S., Pujol, O. & Radeva, P., 2006, Artificial Intelligence Research and Development. s. 28-36 9 s. (Frontiers in Artificial Intelligence and Applications, Bind 146).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • 2007

    Complex salient regions for computer vision problems

    Escalera, S., Radeva, P. & Pujol, O., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270370. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    7 Citationer (Scopus)

  • Handwritten symbol recognition by a boosted blurred shape model with error correction

    Fornés, A., Escalera, S., Lladós, J., Sánchez, G., Radeva, P. & Pujol, O., 2007, Pattern Recognition and Image Analysis - Third Iberian Conference, IbPRIA 2007, Proceedings. PART 1 udg. Springer, s. 13-21 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Nr. PART 1, Bind 4477 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    7 Citationer (Scopus)

  • Multi-class binary object categorization using blurred shape models

    Escalera, S., Fornès, A., Pujol, O., Liados, J. & Radeva, P., 2007, Progress in Pattern Recognition, Image Analysis and Applications - 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007, Proceedings. s. 142-151 10 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 4756 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    2 Citationer (Scopus)

  • Robust complex salient regions

    Escalera, S., Pujol, O. & Radeva, P., 2007, Pattern Recognition and Image Analysis - Third Iberian Conference, IbPRIA 2007, Proceedings. PART 2 udg. Springer, s. 113-121 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Nr. PART 2, Bind 4478 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • 2008

    Coronary damage classification of patients with the chagas disease with Error-Correcting Output Codes

    Escalera, S., Pujol, O., Laciar, E., Vitrià, J., Pueyo, E. & Radeva, P., 2008, 2008 4th International IEEE Conference Intelligent Systems, IS 2008. s. 1217-1222 6 s. 4670514. (2008 4th International IEEE Conference Intelligent Systems, IS 2008, Bind 3).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    4 Citationer (Scopus)

  • Error-correcting output coding for chagasic patients characterization

    Escalera, S., Pujol, O. & Radeva, P., 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. IEEE Signal Processing Society, 4761243. (Proceedings - International Conference on Pattern Recognition).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    1 Citationer (Scopus)

  • Hand drawn symbol recognition by blurred shape model descriptor and a multiclass classifier

    Fornés, A., Escalera, S., Lladós, J., Sánchez, G. & Mas, J., 2008, Graphics Recognition: Recent Advances and New Opportunities - 7th International Workshop, GREC 2007, Selected Papers. Springer, s. 29-39 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5046 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    3 Citationer (Scopus)

  • IVUS tissue characterization with sub-class error-correcting output codes

    Escalera, S., Pujol, O., Mauri, J. & Radeva, P., 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops. IEEE, 4563021. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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    1 Citationer (Scopus)

  • Loss-weighted decoding for error-correcting output coding

    Escalera, S., Pujol, O. & Radeva, P., 2008, VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications, Proceedings. s. 117-122 6 s. (VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications, Proceedings, Bind 2).

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    13 Citationer (Scopus)

  • Loss-weighted decoding for error-correcting output coding

    Escalera, S., Pujol, O. & Radeva, P., 2008, VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications, Proceedings. s. 117-122 6 s. (VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications, Proceedings, Bind 2).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    13 Citationer (Scopus)

  • Report on the third contest on symbol recognition

    Valveny, E., Dosch, P., Fornés, A. & Escalera, S., 2008, Graphics Recognition: Recent Advances and New Opportunities - 7th International Workshop, GREC 2007, Selected Papers. s. 321-328 8 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5046 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    9 Citationer (Scopus)

  • Separability of ternary error-correcting output codes

    Escalera, S., Pujol, O. & Radeva, P., 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. IEEE Signal Processing Society, 4761048. (Proceedings - International Conference on Pattern Recognition).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    2 Citationer (Scopus)

  • Sub-class error-correcting output codes

    Escalera, S., Pujol, O. & Radeva, P., 2008, Computer Vision Systems - 6th International Conference, ICVS 2008, Proceedings. s. 494-504 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5008 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    1 Citationer (Scopus)
  • 2009

    Circular blurred shape model for symbol spotting in documents

    Escalera, S., Fornés, A., Pujol, O., Escudero, A. & Radeva, P., 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society Press, s. 2005-2008 4 s. 5413811. (Proceedings - International Conference on Image Processing, ICIP).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    5 Citationer (Scopus)

  • Contextual-guided Bag-of-visual-words model for Multi-class object categorization

    Mirza-Mohammadi, M., Escalera, S. & Radeva, P., 2009, Computer Analysis of Images and Patterns - 13th International Conference, CAIP 2009, Proceedings. s. 748-756 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5702 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    9 Citationer (Scopus)

  • Dominance detection in face-to-face conversations

    Escalera, S., Martínez, R. M., Vitrià, J., Radeva, P. & Anguera, M. T., 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. s. 97-102 6 s. 5204267. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

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    5 Citationer (Scopus)

  • Generic object recognition in urban image databases

    Baró, X., Escalera, S., Radeva, P. & Vitrià, J., 2009, Frontiers in Artificial Intelligence and Applications. 1 udg. IOS Press, s. 27-34 8 s. (Frontiers in Artificial Intelligence and Applications; Nr. 1, Bind 202).

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    1 Citationer (Scopus)

  • Measuring interest of human dyadic interactions

    Escalera, S., Pujol, O., Radeva, P. & Vitrià, J., 2009, Frontiers in Artificial Intelligence and Applications. 1 udg. IOS Press, s. 45-54 10 s. (Frontiers in Artificial Intelligence and Applications; Nr. 1, Bind 202).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Multi-class binary symbol classification with circular blurred shape models

    Escalera, S., Fornés, A., Pujol, O. & Radeva, P., 2009, Image Analysis and Processing - ICIAP 2009 - 15th International Conference, Proceedings. s. 1005-1014 10 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5716 LNCS).

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    1 Citationer (Scopus)

  • Multi-modal laughter recognition in video conversations

    Escalera, S., Puertas, E., Radeva, P. & Pujol, O., 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. s. 110-115 6 s. 5204268. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

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    14 Citationer (Scopus)

  • Quality enhancement based on reinforcement learning and feature weighting for a critiquing-based recommender

    Salamó, M., Escalera, S. & Radeva, P., 2009, Case-Based Reasoning Research and Development - 8th International Conference on Case-Based Reasoning, ICCBR 2009, Proceedings. s. 298-312 15 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5650 LNAI).

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    2 Citationer (Scopus)

  • Recoding error-correcting output codes

    Escalera, S., Pujol, O. & Radeva, P., 2009, Multiple Classifier Systems - 8th International Workshop, MCS 2009, Proceedings. s. 11-21 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 5519 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    7 Citationer (Scopus)

  • Text detection in urban scenes

    Escalera, S., Baró, X., Vitrià, J. & Radeva, P., 2009, Frontiers in Artificial Intelligence and Applications. 1 udg. IOS Press, s. 35-44 10 s. (Frontiers in Artificial Intelligence and Applications; Nr. 1, Bind 202).

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    8 Citationer (Scopus)

  • Visual content layer for scalable object recognition in urban image databases

    Baró, X., Escalera, S., Radeva, P. & Vitrià, J., 2009, Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009. s. 1616-1619 4 s. 5202828. (Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    4 Citationer (Scopus)
  • 2010

    Adding classes online in error correcting output codes framework

    Escalera, S., Masip, D., Puertas, E., Radeva, P. & Pujol, O., 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. s. 2945-2948 4 s. 5595911. (Proceedings - International Conference on Pattern Recognition).

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    1 Citationer (Scopus)

  • Classifying objects at different sizes with multi-scale stacked sequential learning

    Puertas, E., Escalera, S. & Pujol, O., 2010, Artificial Intelligence Research and Development. IOS Press, s. 193-200 8 s. (Frontiers in Artificial Intelligence and Applications, Bind 220).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Modelling and analyzing multimodal dyadic interactions using social networks

    Escalera, S., Radeva, P., Vitrià, J., Baró, X. & Raducanu, B., 2010, International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, ICMI-MLMI 2010. 1891967. (International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, ICMI-MLMI 2010).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    2 Citationer (Scopus)

  • Spatio-Temporal Grabcut human segmentation for face and pose recovery

    Hernández, A., Reyes, M., Escalera, S. & Radeva, P., 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. s. 33-40 8 s. 5543824. (2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010).

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    30 Citationer (Scopus)

  • Symbol classification using dynamic aligned shape descriptor

    Fornés, A., Escalera, S., Lladós, J. & Valveny, E., 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. s. 1957-1960 4 s. 5597238. (Proceedings - International Conference on Pattern Recognition).

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    5 Citationer (Scopus)
  • 2011

    Accurate and robust fully-automatic QCA: Method and numerical validation

    Hernández-Vela, A., Gatta, C., Escalera, S., Igual, L., Martin-Yuste, V. & Radeva, P., 2011, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2011 - 14th International Conference, Proceedings. PART 3 udg. s. 496-503 8 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Nr. PART 3, Bind 6893 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    Åben adgang
    9 Citationer (Scopus)

  • ADABOOST GPU-based classifier for direct volume rendering

    Amoros, O., Escalera, S. & Puig, A., 2011, GRAPP 2011 - Proceedings of the International Conference on Computer Graphics Theory and Applications. s. 215-219 5 s. (GRAPP 2011 - Proceedings of the International Conference on Computer Graphics Theory and Applications).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Automatic user interaction correction via Multi-label Graph cuts

    Hernández-Vela, A., Primo, C. & Escalera, S., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. s. 1276-1281 6 s. 6130398. (Proceedings of the IEEE International Conference on Computer Vision).

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    8 Citationer (Scopus)

  • Biologically inspired path execution using SURF flow in robot navigation

    Perez-Sala, X., Angulo, C. & Escalera, S., 2011, Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Proceedings. PART 2 udg. s. 581-588 8 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Nr. PART 2, Bind 6692 LNCS).

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    3 Citationer (Scopus)

  • Biologically inspired turn control for autonomous mobile robots

    Perez-Sala, X., Angulo, C. & Escalera, S., 2011, Artificial Intelligence Research and Development - Proceedings of the 14th International Conference of the Catalan Association for Artificial Intelligence. IOS Press, s. 189-198 10 s. (Frontiers in Artificial Intelligence and Applications, Bind 232).

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  • Featureweighting in dynamic timewarping for gesture recognition in depth data

    Reyes, M., Domínguez, G. & Escalera, S., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. s. 1182-1188 7 s. 6130384. (Proceedings of the IEEE International Conference on Computer Vision).

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    143 Citationer (Scopus)

  • Human behavior analysis from video data using bag-of-gestures

    Ponce, V., Gorga, M., Baró, X. & Escalera, S., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. s. 2836-2837 2 s. (IJCAI International Joint Conference on Artificial Intelligence).

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    6 Citationer (Scopus)

  • Introducing the separability matrix for error correcting output codes coding

    Bautista, M. Á., Pujol, O., Baró, X. & Escalera, S., 2011, Multiple Classifier Systems - 10th International Workshop, MCS 2011, Proceedings. s. 227-236 10 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 6713 LNCS).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    2 Citationer (Scopus)

  • Multi-class multi-scale stacked sequential learning

    Puertas, E., Escalera, S. & Pujol, O., 2011, Multiple Classifier Systems - 10th International Workshop, MCS 2011, Proceedings. s. 197-206 10 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 6713 LNCS).

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    5 Citationer (Scopus)

  • OpenCL based machine learning labeling of biomedical datasets

    Amoros, O., Escalera, S. & Puig, A., 2011, Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling. 796430. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE, Bind 7964).

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  • 2012

    A genetic inspired optimization for ECOC

    Bautista, M. Á., Escalera, S., Baró, X. & Pujol, O., 2012, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR and SPR 2012, Proceedings. s. 743-751 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 7626 LNCS).

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    Åben adgang

  • Automatic internal segmentation of caudate nucleus for diagnosis of attention-deficit/hyperactivity disorder

    Igual, L., Soliva, J. C., Gimeno, R., Escalera, S., Vilarroya, O. & Radeva, P., 2012, Image Analysis and Recognition - 9th International Conference, ICIAR 2012, Proceedings. PART 2 udg. s. 222-229 8 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Nr. PART 2, Bind 7325 LNCS).

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    6 Citationer (Scopus)

  • BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition

    Hernandez-Vela, A., Bautista, M. A., Perez-Sala, X., Ponce, V., Baro, X., Pujol, O., Angulo, C. & Escalera, S., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. s. 449-452 4 s. 6460168. (Proceedings - International Conference on Pattern Recognition).

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    27 Citationer (Scopus)

  • Efficient pairwise classification using local cross off strategy

    Bagheri, M. A., Gao, Q. & Escalera, S., 2012, Advances in Artificial Intelligence - 25th Canadian Conference on Artificial Intelligence, Canadian AI 2012, Proceedings. s. 25-36 12 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 7310 LNAI).

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    11 Citationer (Scopus)

  • Error correcting output codes for multiclass classification: Application to two image vision problems

    Bagheri, M. A., Montazer, G. A. & Escalera, S., 2012, AISP 2012 - 16th CSI International Symposium on Artificial Intelligence and Signal Processing. s. 508-513 6 s. 6313800. (AISP 2012 - 16th CSI International Symposium on Artificial Intelligence and Signal Processing).

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    41 Citationer (Scopus)

  • Graph cuts optimization for multi-limb human segmentation in depth maps

    Hernandez-Vela, A., Zlateva, N., Marinov, A., Reyes, M., Radeva, P., Dimov, D. & Escalera, S., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. s. 726-732 7 s. 6247742. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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    59 Citationer (Scopus)

  • Human behavior analysis from depth maps

    Escalera, S., 2012, Articulated Motion and Deformable Objects - 7th International Conference, AMDO 2012, Proceedings. s. 282-292 11 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 7378 LNCS).

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    18 Citationer (Scopus)

  • Rough set subspace error-correcting output codes

    Bagheri, M. A., Gao, Q. & Escalera, S., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. s. 822-827 6 s. 6413847. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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    6 Citationer (Scopus)