Billede af Sergio Escalera Guerrero

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Sergio Escalera Guerrero

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

Publikationer pr. år

Søgeresultater

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

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

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

    5 Citationer (Scopus)

  • Influence in Social Networks Through Visual Analysis of Image Memes

    Onielfa, C., Casacuberta, C. & Escalera, S., 17 okt. 2022, Artificial Intelligence Research and Development - Proceedings of the 24th International Conference of the Catalan Association for Artificial Intelligence. Cortes, A., Grimaldo, F. & Flaminio, T. (red.). IOS Press, s. 71-80 10 s. (Frontiers in Artificial Intelligence and Applications, Bind 356).

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

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    56 Downloads (Pure)

  • Increasing Retrieval Quality in Conversational Recommenders.

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

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

    22 Citationer (Scopus)

  • Improving bag of visual words representations with genetic programming

    Escalante, H. J., Martínez-Carraza, J., Escalera, S., Ponce-López, V. & Baró, X., 28 sep. 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. IEEE Signal Processing Society, 7280799. (Proceedings of the International Joint Conference on Neural Networks, Bind 2015-September).

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

    2 Citationer (Scopus)

  • Improved RGB-D-T based Face Recognition

    Oliu Simon, M., Corneanu, C., Nasrollahi, K., Nikisins, O., Guerrero, S. E., Sun, Y., Li, H., Sun, Z., Moeslund, T. B. & Greitans, M., 2016, I: IET Biometrics. 5, 4, s. 297 - 303

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    39 Citationer (Scopus)
    1227 Downloads (Pure)

  • Impairments in decoding facial and vocal emotional expressions in high functioning autistic adults and adolescents

    Esposito, A., Cirillo, I., Esposito, A. M., Fortunati, L., Foresti, G. L., Escalera, S. & Bourbakis, N., nov. 2020, Proceedings - 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2020. Struc, V. & Gomez-Fernandez, F. (red.). IEEE Signal Processing Society, s. 667-674 8 s. 9320285. (Proceedings - 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2020).

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

  • Identifying Loitering Behavior with Trajectory Analysis

    Nunez, J., Li, Z., Escalera, S. & Nasrollahi, K., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024. IEEE Signal Processing Society, s. 251-259 9 s. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024).

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

  • Identifying Loitering Behavior With Trajectory Analysis

    Núñez, J., Li, Z., Guerrero, S. E. & Nasrollahi, K., 2024, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops. IEEE, s. 251 259 s.

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

  • ICML 2023 Topological Deep Learning Challenge: Design and Results

    Papillon, M., Hajij, M., Myers, A., Frantzen, F., Zamzmi, G., Jenne, H., Mathe, J., Hoppe, J., Schaub, M., Papamarkou, T., Guzmán-Sáenz, A., Rieck, B., Kvinge, H., Meissner, J., Ramamurthy, K. N., Scholkemper, M., Livesay, N., Rosen, P., Walters, R., Samaga, S. N., & 42 flereMukherjee, S., Sanborn, S., Dey, T., Emerson, T., Doster, T., Birdal, T., Grande, V., Khamis, A., Rabinowitz, A., Brent, A., Salatiello, A., Nikitin, A., Zia, A., Battiloro, C., Gavrilev, D., Bökman, G., Magai, G., Bazhenov, G., Bernardez, G., Spinelli, I., Agerberg, J., Nadimpalli, K., Telyatninkov, L., Scofano, L., Testa, L., Lecha, M., Yang, M., Hassanin, M., Gardaa, O. H., Zaghen, O., Hausner, P., Snopoff, P., Melnyk, P., Ballester, R., Barikbin, S., Escalera, S., Fiorellino, S., Scardapane, S., Singh, S., Malygina, T., Yue, Y. & Miolane, N., 2023, I: Proceedings of Machine Learning Research. 221, s. 3-8 6 s.

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    1 Citationer (Scopus)

  • HuPBA8k+: Dataset and ECOC-Graph-Cut based segmentation of human limbs

    Sánchez, D., Ángel Bautista, M. & Escalera, S., 20 feb. 2015, I: Neurocomputing. 150, Part A, s. 173-188 16 s.

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    2 Citationer (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, I: Journal of Ambient Intelligence and Smart Environments. 4, 6, s. 535-546 12 s.

    Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

    7 Citationer (Scopus)

  • Human head pose estimation on SASE database using random hough regression forests

    Lüsi, I., Escarela, S. & Anbarjafari, G., 2017, Video Analytics: Face and Facial Expression Recognition and Audience Measurement - 3rd International Workshop, VAAM 2016 and 2nd International Workshop, FFER 2016, Revised Selected Papers. Nasrollahi, K., Moeslund, T. B., Ji, Q., Cavallaro, A., Distante, C., Battiato, S. & Hua, G. (red.). Springer, s. 137-150 14 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 10165 LNCS).

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    1 Citationer (Scopus)

  • 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. s. 50-58 9 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 7887 LNCS).

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

    2 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).

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

    6 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)

  • 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).

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    7 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).

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    3 Citationer (Scopus)

  • Guest Editors' Introduction to the special issue on multimodal human pose recovery and behavior analysis

    Escalera, S., Gonzalez, J., Baro, X. & Shotton, J., 1 aug. 2016, I: IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 8, s. 1489-1491 3 s., 7502218.

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    8 Citationer (Scopus)

  • Guest editorial: special issue on human abnormal behavioural analysis

    Anbarjafari, G., Guerrero, S. E., Nasrollahi, K., J. Escalante, H., Baro, X., Wan, J. & Moeslund, T. B., 2019, I: Machine Vision & Applications. 30, s. 807-811

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  • Guest Editorial: Apparent Personality Analysis

    Escalera, S., Baró, X., Guyon, I. & Escalante, H. J., 1 sep. 2018, I: IEEE Transactions on Affective Computing. 9, 3, s. 299-302 4 s., 8453986.

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    7 Citationer (Scopus)

  • Guest Editorial: Special issue on computer vision and machine learning for healthcare applications

    Palmero, C., Torres, M. I., Esposito, A. & Escalera, S., aug. 2022, I: Pattern Analysis and Applications. 25, 3, s. 489-492 4 s.

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    2 Citationer (Scopus)

  • Guest Editorial: The Computational Face

    ESCALERA, SERGIO., Baró, X., Guyon, I., Escalante, H. J., Tzimiropoulos, G., Valstar, M., Pantic, M., Cohn, J. & Kanade, T., 1 nov. 2018, I: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 11, s. 2541-2545 5 s., 8479325.

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    5 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)

  • GrabCut-based human segmentation in video sequences

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

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    29 Citationer (Scopus)

  • Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining

    Zhou, B., Chen, Z., Clapés, A., Wan, J., Liang, Y., Escalera, S., Lei, Z. & Zhang, D., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, s. 20814-20824 11 s. (Proceedings of the IEEE International Conference on Computer Vision).

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    1 Citationer (Scopus)

  • Gesture based human multi-robot interaction

    Canal, G., Angulo, C. & Escalera, S., 28 sep. 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. IEEE Signal Processing Society, 7280540. (Proceedings of the International Joint Conference on Neural Networks, Bind 2015-September).

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    7 Citationer (Scopus)

  • Generic subclass ensemble: A novel approach to ensemble classification

    Bagheri, M. A., Gao, Q. & Escalera, S., 4 dec. 2014, Proceedings - International Conference on Pattern Recognition. IEEE Signal Processing Society, s. 1254-1259 6 s. 6976935. (Proceedings - International Conference on Pattern Recognition).

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    3 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)

  • Generative Video Face Reenactment by AUs and Gaze Regularization

    Famadas, J., Madadi, M., Palmero, C. & Escalera, S., nov. 2020, Proceedings - 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2020. Struc, V. & Gomez-Fernandez, F. (red.). IEEE Signal Processing Society, s. 444-451 8 s. 9320223. (Proceedings - 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2020).

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  • Generalized multi-scale stacked sequential learning for multi-class classification

    Puertas, E., Escalera, S. & Pujol, O., maj 2015, I: Pattern Analysis and Applications. 18, 2, s. 247-261 15 s.

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    11 Citationer (Scopus)

  • Gate-Shift-Fuse for Video Action Recognition

    Sudhakaran, S., Escalera, S. & Lanz, O., 1 sep. 2023, I: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, s. 10913-10928 16 s.

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    3 Citationer (Scopus)

  • Fusion of classifier predictions for audio-visual emotion recognition

    Noroozi, F., Marjanovic, M., Njegus, A., Escalera, S. & Anbarjafari, G., 1 jan. 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. IEEE Signal Processing Society, s. 61-66 6 s. 7899608. (Proceedings - International Conference on Pattern Recognition, Bind 0).

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    24 Citationer (Scopus)

  • From apparent to real age: Gender, age, ethnic, makeup, and expression bias analysis in real age estimation

    Clapes, A., Anbarjafari, G., Bilici, O., Temirova, D., Avots, E. & Escalera, S., 13 dec. 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society Press, s. 2436-2445 10 s. 8575487. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Bind 2018-June).

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    25 Citationer (Scopus)

  • Fractional programming weighted decoding for error-correcting output codes

    Ismailoglu, F., Sprinkhuizen-Kuyper, I. G., Smirnov, E., Escalera, S. & Peeters, R., 2015, Multiple Classifier Systems - 12th International Workshop, MCS 2015, Proceedings. Roli, F., Schwenker, F. & Kittler, J. (red.). Springer, s. 38-50 13 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 9132).

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    2 Citationer (Scopus)

  • Forest extension of error correcting output codes and boosted landmarks

    Escalera, S., Pujol, O. & Radeva, P., 2006, I: Proceedings - International Conference on Pattern Recognition. 4, s. 104-107 4 s., 1699793.

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    6 Citationer (Scopus)

  • Folded recurrent neural networks for future video prediction

    Oliu, M., Selva, J. & Escalera, S., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (red.). Physica-Verlag, s. 745-761 17 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11218 LNCS).

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    12 Citationer (Scopus)

  • First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis

    Jacques Junior, J. C. S., Gucluturk, Y., Perez, M., Guclu, U., Andujar, C., Baro, X., Escalante, H. J., Guyon, I., Van Gerven, M. A. J., Van Lier, R. & Escalera, S., 2022, I: IEEE Transactions on Affective Computing. 13, 1, s. 75-95 21 s.

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    36 Citationer (Scopus)

  • 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)

  • FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition

    Sixta, T., Jacques Junior, J. C. S., Buch-Cardona, P., Vazquez, E. & Escalera, S., 2020, Computer Vision – ECCV 2020 Workshops, Proceedings. Bartoli, A. & Fusiello, A. (red.). Springer, s. 463-481 19 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 12540 LNCS).

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    17 Citationer (Scopus)

  • Exploiting feature Representations Through Similarity Learning and Ranking Aggregation for Person Re-identification

    Jacques, J. C. S., Baro, X. & 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, s. 302-309 8 s. 7961756. (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).

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  • Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification

    Jacques, J. C. S., Baró, X. & Escalera, S., nov. 2018, I: Image and Vision Computing. 79, s. 76-85 10 s.

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    5 Citationer (Scopus)

  • Explainable Early Stopping for Action Unit Recognition

    Corneanu, C., Madadi, M., Escalera, S. & Martinez, A., nov. 2020, Proceedings - 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2020. Struc, V. & Gomez-Fernandez, F. (red.). IEEE Signal Processing Society, s. 693-699 7 s. 9320187. (Proceedings - 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2020).

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    13 Citationer (Scopus)

  • Expert systems: Special issue on “Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)”

    García-Rodríguez, J., Escalera, S., Psarrou, A., Guyon, I., Lewis, A. & Leitner, J., apr. 2018, I: Expert Systems. 35, 2, e12258.

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  • 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).

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    1 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)

  • Error-correcting ouput codes library

    Escalera, S., Pujol, O. & Radeva, P., feb. 2010, I: Journal of Machine Learning Research. 11, s. 661-664 4 s.

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    70 Citationer (Scopus)

  • Error-Correcting Factorization

    Bautista Martin, M. Á., Pujol, O., De la Torre, F. & Escalera, S., 1 okt. 2018, I: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 10, s. 2388-2401 14 s., 8068211.

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    10 Citationer (Scopus)

  • End-to-end global to local convolutional neural network learning for hand pose recovery in depth data

    Madadi, M., Escalera, S., Baró, X. & Gonzàlez, J., feb. 2022, I: IET Computer Vision. 16, 1, s. 50-66 17 s.

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    1 Citationer (Scopus)
    7 Downloads (Pure)

  • Emotional Features of Interactions with Empathic Agents

    Greco, C., Buono, C., Buch-Cardona, P., Cordasco, G., Escalera, S., Esposito, A., Fernandez, A., Kyslitska, D., Kornes, M. S., Palmero, C., Laranga, J. T., Johansen, A. T. & Torres, M. I., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. IEEE Signal Processing Society, s. 2168-2176 9 s. (Proceedings of the IEEE International Conference on Computer Vision, Bind 2021-October).

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    5 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)