Sergio Escalera Guerrero

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Sergio Escalera Guerrero

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

Research activity per year

Search results

  • 2011

    A fully-automatic caudate nucleus segmentation of brain MRI: Application in volumetric analysis of pediatric attention-deficit/hyperactivity disorder

    Igual, L., Soliva, J. C., Hernández-Vela, A., Escalera, S., Jiménez, X., Vilarroya, O. & Radeva, P., 5 Dec 2011, In: BioMedical Engineering Online. 10, 105.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    25 Citations (Scopus)

  • 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. p. 1276-1281 6 p. 6130398. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    8 Citations (Scopus)

  • Background on traffic sign detection and recognition

    Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, SpringerBriefs in Computer Science. 9781447122449 ed. Springer VS, p. 5-13 9 p. (SpringerBriefs in Computer Science; No. 9781447122449, Vol. 0).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

    13 Citations (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 ed. p. 581-588 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); No. PART 2, Vol. 6692 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    3 Citations (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, p. 189-198 10 p. (Frontiers in Artificial Intelligence and Applications, Vol. 232).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Circular blurred shape model for multiclass symbol recognition

    Escalera, S., Fornés, A., Pujol, O., Lladós, J. & Radeva, P., Apr 2011, In: IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 41, 2, p. 497-506 10 p., 5551232.

    Research output: Contribution to journal › Journal article › Research › peer-review

    37 Citations (Scopus)

  • Conclusion

    Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, SpringerBriefs in Computer Science. 9781447122449 ed. Springer VS, p. 95-96 2 p. (SpringerBriefs in Computer Science; No. 9781447122449, Vol. 0).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  • 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. p. 1182-1188 7 p. 6130384. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    143 Citations (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. p. 2836-2837 2 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    6 Citations (Scopus)

  • Intelligent GPGPU classification in volume visualization: A framework based on error-correcting output codes

    Escalera, S., Puig, A., Amoros, O. & Salamó, M., 2011, In: Computer Graphics Forum. 30, 7, p. 2107-2115 9 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    5 Citations (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. p. 227-236 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 6713 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    2 Citations (Scopus)

  • Introduction

    Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, SpringerBriefs in Computer Science. 9781447122449 ed. Springer VS, p. 1-4 4 p. (SpringerBriefs in Computer Science; No. 9781447122449, Vol. 0).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  • Multi-class classification in image analysis via error-correcting output codes

    Escalera, S., Tax, D. M. J., Pujol, O., Radeva, P. & Duin, R. P. W., 2011, Innovations in Intelligent Image Analysis. Kwasnicka, H. & Jain, L. (eds.). p. 7-29 23 p. (Studies in Computational Intelligence, Vol. 339).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

    2 Citations (Scopus)

  • Multi-class multi-scale stacked sequential learning

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    5 Citations (Scopus)

  • Online error correcting output codes

    Escalera, S., Masip, D., Puertas, E., Radeva, P. & Pujol, O., 1 Feb 2011, In: Pattern Recognition Letters. 32, 3, p. 458-467 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    21 Citations (Scopus)

  • On the design of low redundancy error-correcting output codes

    Bautista, M. Á., Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, Ensembles in Machine Learning Applications. Okun, O., Valentini, G. & Re, M. (eds.). p. 21-38 18 p. (Studies in Computational Intelligence, Vol. 373).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  • 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, Vol. 7964).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Traffic sign categorization

    Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, SpringerBriefs in Computer Science. 9781447122449 ed. Springer VS, p. 53-80 28 p. (SpringerBriefs in Computer Science; No. 9781447122449, Vol. 0).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

    1 Citation (Scopus)

  • Traffic sign detection

    Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, SpringerBriefs in Computer Science. 9781447122449 ed. Springer VS, p. 15-52 38 p. (SpringerBriefs in Computer Science; No. 9781447122449, Vol. 0).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

    1 Citation (Scopus)

  • Traffic sign detection and recognition system

    Escalera, S., Baró, X., Pujol, O., Vitrià, J. & Radeva, P., 2011, SpringerBriefs in Computer Science. 9781447122449 ed. Springer VS, p. 81-94 14 p. (SpringerBriefs in Computer Science; No. 9781447122449, Vol. 0).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

    1 Citation (Scopus)
  • 2012

    Accurate coronary centerline extraction, caliber estimation, and catheter detection in angiographies

    Hernandez-Vela, A., Gatta, C., Escalera, S., Igual, L., Martin-Yuste, V., Sabate, M. & Radeva, P., 2012, In: IEEE Transactions on Information Technology in Biomedicine. 16, 6, p. 1332-1340 9 p., 6316192.

    Research output: Contribution to journal › Journal article › Research › peer-review

    50 Citations (Scopus)

  • 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. p. 743-751 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7626 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    Open Access

  • Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder

    Igual, L., Soliva, J. C., Escalera, S., Gimeno, R., Vilarroya, O. & Radeva, P., Dec 2012, In: Computerized Medical Imaging and Graphics. 36, 8, p. 591-600 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    27 Citations (Scopus)

  • 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 ed. p. 222-229 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); No. PART 2, Vol. 7325 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    6 Citations (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. p. 449-452 4 p. 6460168. (Proceedings - International Conference on Pattern Recognition).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    27 Citations (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. p. 25-36 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7310 LNAI).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    11 Citations (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. p. 508-513 6 p. 6313800. (AISP 2012 - 16th CSI International Symposium on Artificial Intelligence and Signal Processing).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    41 Citations (Scopus)

  • GrabCut-based human segmentation in video sequences

    Hernández-Vela, A., Reyes, M., Ponce, V. & Escalera, S., Nov 2012, In: Sensors (Switzerland). 12, 11, p. 15376-15393 18 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    28 Citations (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. p. 726-732 7 p. 6247742. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    59 Citations (Scopus)

  • Human behavior analysis from depth maps

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

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    18 Citations (Scopus)

  • Human limb segmentation in depth maps based on spatio-temporal Graph-cuts optimization

    Hernández-Vela, A., Zlateva, N., Marinov, A., Reyes, M., Radeva, P., Dimov, D. & Escalera, S., 2012, In: Journal of Ambient Intelligence and Smart Environments. 4, 6, p. 535-546 12 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    7 Citations (Scopus)

  • Increasing Retrieval Quality in Conversational Recommenders.

    Llorente, M. S. & Guerrero, S. E., 2012, In: IEEE Trans. Knowl. Data Eng.. 24, 10, p. 1876-1888

    Research output: Contribution to journal › Journal article › Research › peer-review

    22 Citations (Scopus)

  • Minimal design of error-correcting output codes

    Bautista, M. Á., Escalera, S., Baró, X., Radeva, P., Vitriá, J. & Pujol, O., 15 Apr 2012, In: Pattern Recognition Letters. 33, 6, p. 693-702 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    43 Citations (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. p. 822-827 6 p. 6413847. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    6 Citations (Scopus)

  • Social network extraction and analysis based on multimodal dyadic interaction

    Escalera, S., Baró, X., Vitrià, J., Radeva, P. & Raducanu, B., Feb 2012, In: Sensors. 12, 2, p. 1702-1719 18 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    Open Access
    11 Citations (Scopus)

  • Supervised brain segmentation and classification in diagnostic of attention-deficit/hyperactivity disorder

    Igual, L., Soliva, J. C., Hernández-Vela, A., Escalera, S., Vilarroya, O. & Radeva, P., 2012, Proceedings of the 2012 International Conference on High Performance Computing and Simulation, HPCS 2012. p. 182-187 6 p. 6266909. (Proceedings of the 2012 International Conference on High Performance Computing and Simulation, HPCS 2012).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    6 Citations (Scopus)

  • Survey on 2D and 3D human pose recovery

    Perez-Sala, X., Escalera, S. & Angulo, C., 2012, Artificial Intelligence Research and Development. Proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence. IOS Press, p. 101-110 10 p. (Frontiers in Artificial Intelligence and Applications, Vol. 248).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    2 Citations (Scopus)

  • Uniform sampling of rotations for discrete and continuous learning of 2D shape models

    Perez-Sala, X., Igual, L., Escalera, S. & Angulo, C., 2012, Robotic Vision: Technologies for Machine Learning and Vision Applications. IGI Global Publishing, p. 23-42 20 p.

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

    12 Citations (Scopus)

  • User identification and object recognition in clutter scenes based on RGB-depth analysis

    Clapés, A., Reyes, M. & Escalera, S., 2012, Articulated Motion and Deformable Objects - 7th International Conference, AMDO 2012, Proceedings. p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7378 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    3 Citations (Scopus)
  • 2013

    A framework towards the unification of ensemble classification methods

    Bagheri, M. A., Gao, Q. & Escalera, S., 2013, p. 351-355. 5 p.

    Research output: Contribution to conference without publisher/journal › Paper without publisher/journal › Research › peer-review

    8 Citations (Scopus)

  • A genetic-based subspace analysis method for improving Error-Correcting Output Coding

    Bagheri, M. A., Gao, Q. & Escalera, S., Oct 2013, In: Pattern Recognition. 46, 10, p. 2830-2839 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    40 Citations (Scopus)

  • A supervised graph-cut deformable model for brain MRI segmentation

    Igual, L., Soliva, J. C., Hernández-Vela, A., Escalera, S., Vilarroya, O. & Radeva, P., 2013, Lecture Notes in Computational Vision and Biomechanics. Springer, p. 237-259 23 p. (Lecture Notes in Computational Vision and Biomechanics, Vol. 7).

    Research output: Contribution to book/anthology/report/conference proceeding › Book chapter › Research › peer-review

  • Automatic digital biometry analysis based on depth maps

    Reyes, M., Clapés, A., Ramírez, J., Revilla, J. R. & Escalera, S., Dec 2013, In: Computers in Industry. 64, 9, p. 1316-1325 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

    14 Citations (Scopus)

  • Automatic hand detection in rgb-depth data sequences

    Konovalov, V., Clapés, A. & Escalera, S., 2013, Artificial Intelligence Research and Development. Proceedings of the 16th International Conference of the Catalan Association for Artificial Intelligence. Gibert, K., Botti, V. & Reig-Bolano, R. (eds.). p. 91-100 10 p. (Frontiers in Artificial Intelligence and Applications, Vol. 256).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    1 Citation (Scopus)

  • ChaLearn multi-modal gesture recognition 2013: Grand challenge and workshop summary

    Escalera, S., Gonzàlez, J., Baró, X., Reyes, M., Guyon, I., Athitsos, V., Escalante, H., Sigal, L., Argyros, A., Sminchisescu, C., Bowden, R. & Sclaroff, S., 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. p. 365-370 6 p. (ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    42 Citations (Scopus)

  • Efficient complementary viewpoint selection in volume rendering

    Grau, S., Puig, A., Escalera, S., Salamó, M. & Amorós, O., 2013, 21st International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2013 - Full Papers Proceedings. p. 69-78 10 p. (21st International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, WSCG 2013 - Full Papers Proceedings).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Human body segmentation with multi-limb error-correcting output codes detection and graph cuts optimization

    Sánchez, D., Ortega, J. C., Bautista, M. Á. & Escalera, S., 2013, Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Proceedings. p. 50-58 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7887 LNCS).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    2 Citations (Scopus)

  • Intelligent interactive volume classification

    Grau, S., Puig, A., Escalera, S. & Salamó, M., 2013, 21st Pacific Conference on Computer Graphics and Applications, PG 2013 - Short Papers. Levy, B., Tong, X. & Yin, K. (eds.). IEEE Computer Society Press, p. 23-28 6 p. (Proceedings - Pacific Conference on Computer Graphics and Applications, Vol. 2013-October).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

  • Logo recognition based on the Dempster-Shafer fusion of multiple classifiers

    Bagheri, M. A., Gao, Q. & Escalera, S., 2013, Advances in Artificial Intelligence - 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Proceedings. p. 1-12 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 7884 LNAI).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    10 Citations (Scopus)

  • Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems

    Abella, J., Alcaide, R., Sabaté, A., Mas, J., Escalera, S., Gonzàlez, J. & Antens, C., 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. p. 503-508 6 p. (ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

    2 Citations (Scopus)