Sergio Escalera Guerrero

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Sergio Escalera Guerrero

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

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  • 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)

  • 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)

  • 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)

  • Automatic Access Control Based on Face and Hand Biometrics in A Non-Cooperative Context

    Jahromi, M. N. S., Bonderup, M. B., Asadi-Aghbolaghi, M., Avots, E., Nasrollahi, K., Guerrero, S. E., Kasaei, S., Moeslund, T. B. & Anbarjafari, G., 24 Apr 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2018: Cross-Domain Biometric Recognition Workshop. IEEE, p. 28-36 9 p.

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

    5 Citations (Scopus)

  • Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation

    Azad, R., Asadi-Aghbolaghi, M., Fathy, M. & Escalera, S., 2020, Computer Vision – ECCV 2020 Workshops, Proceedings. Bartoli, A. & Fusiello, A. (eds.). Springer, p. 251-266 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12535 LNCS).

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

    68 Citations (Scopus)

  • A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences

    Asadi-Aghbolaghi, M., Clapes, A., Bellantonio, M., Escalante, H. J., Ponce-Lopez, V., Baro, X., Guyon, I., Kasaei, S. & Escalera, S., 28 Jun 2017, Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017. IEEE Signal Processing Society, p. 476-483 8 p. 7961779. (Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017).

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

    162 Citations (Scopus)

  • ASTRA: An Action Spotting TRAnsformer for Soccer Videos

    Xarles, A., Escalera, S., Moeslund, T. B. & Clapes, A., 29 Oct 2023, MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023. Association for Computing Machinery, p. 93-102 10 p. (MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023).

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

  • Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database

    Agustsson, E., Timofte, R., Escalera, S., Baro, X., Guyon, I. & Rothe, R., 28 Jun 2017, Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017. IEEE Signal Processing Society, p. 87-94 8 p. 7961727. (Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017).

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

    69 Citations (Scopus)

  • A new retexturing method for virtual fitting room using Kinect 2 camera

    Traumann, A., Anbarjafari, G. & Escalera, S., 19 Oct 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2015. IEEE Computer Society Press, p. 75-79 5 p. 7301339. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2015-October).

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

    12 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

  • A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping

    Laczkó, H., Madadi, M., Escalera, S. & Gonzalez, J., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. IEEE Signal Processing Society, p. 8694-8703 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

    Open Access

  • A framework of multi-classifier fusion for human action recognition

    Bagheri, M. A., Hu, G., Gao, Q. & Escalera, S., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. IEEE, p. 1260-1265 6 p. 6976936. (Proceedings - International Conference on Pattern Recognition).

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

    12 Citations (Scopus)

  • 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. p. 2945-2948 4 p. 5595911. (Proceedings - International Conference on Pattern Recognition).

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

    1 Citation (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. p. 215-219 5 p. (GRAPP 2011 - Proceedings of the International Conference on Computer Graphics Theory and Applications).

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

  • Actions in context: System for people with dementia

    Pardo, À., Clapés, A., Escalera, S. & Pujol, O., 2014, Citizen in Sensor Networks - 2nd International Workshop, CitiSens 2013, Revised Selected Papers. Nin, J. & Villatoro, D. (eds.). Springer, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8313).

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

    5 Citations (Scopus)

  • Action recognition by pairwise proximity function support vector machines with dynamic time warping kernels

    Bagheri, M. A., Gao, Q. & Escalera, S., 2016, Advances in Artificial Intelligence - 29th Canadian Conference on Artificial Intelligence, Canadian AI 2016, Proceedings. Khoury, R. & Drummond, C. (eds.). Physica-Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 9673).

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

  • 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 ed. p. 496-503 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); No. PART 3, Vol. 6893 LNCS).

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

    Open Access
    9 Citations (Scopus)

  • 3D High-Fidelity Mask Face Presentation Attack Detection Challenge

    Liu, A., Zhao, C., Yu, Z., Su, A., Liu, X., Kong, Z., Wan, J., Escalera, S., Escalante, H. J., Lei, Z. & Guo, G., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. IEEE Signal Processing Society, p. 814-823 10 p. (Proceedings of the IEEE International Conference on Computer Vision, Vol. 2021-October).

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

    17 Citations (Scopus)