Sergio Escalera Guerrero

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Sergio Escalera Guerrero

Professor

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

  • Rendsburggade 14

    9000 Aalborg

    Denmark

20062025

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  • 2025

    Verifying Machine Unlearning with Explainable AI

    Pujol Vidal, A., Johansen, A. S., Sabet Jahromi, M. N., Escalera Guerrero, S., Nasrollahi, K. & Moeslund, T. B., 25 Apr 2025, Pattern Recognition. ICPR 2024 International Workshops and Challenges: Kolkata, India, December 1, 2024, Proceedings, Part VI. Palaiahnakote, S., Schuckers, S., Ogier, J.-M., Bhattacharya, P., Pal, U. & Bhattacharya, S. (eds.). Springer, Vol. 15619. p. 458-473 16 p. (International Conference on Pattern Recognition).

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

  • YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID

    Erregue, I., Nasrollahi, K. & Guerrero, S. E., 2025, Winter Conference on Applications of Computer Vision Workshops. IEEE (Institute of Electrical and Electronics Engineers)

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

  • 2024

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

    Laczkó, H., Madadi, M., Escalera, S. & Gonzalez, J., 3 Jan 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

  • Agglomerative Token Clustering

    Haurum, J. B., Escalera, S., Taylor, G. W. & Moeslund, T. B., 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LVII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 200-218 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15115 LNCS).

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

  • A Noisy Elephant in the Room: Is Your out-of-Distribution Detector Robust to Label Noise?

    Humblot-Renaux, G., Guerrero, S. E. & Moeslund, T. B., 16 Sept 2024, 2024 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE (Institute of Electrical and Electronics Engineers), p. 22626-22636 11 p.

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

    Open Access
    File
    3 Citations (Scopus)
    20 Downloads (Pure)

  • Brain Responses to Emotional Avatars Challenge: Dataset and Results

    Dubiel, A., Kaminska, D., Zwolinski, G., Jafari, A. A., Vinodkumar, P. K., Avots, E., Jacques, J. C. S., Escalera, S. & Anbajafari, G., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. IEEE Signal Processing Society, (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

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

  • CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing

    Liu, A., Xue, S., Gan, J., Wan, J., Liang, Y., Deng, J., Escalera, S. & Lei, Z., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 222-232 11 p. (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

    21 Citations (Scopus)

  • DualH: A Dual Hierarchical Model for Temporal Action Localization

    Zhang, Z., Palmero, C. & Escalera, S., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. IEEE Signal Processing Society, 10 p. (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).

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

    2 Citations (Scopus)

  • FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing

    Liu, A., Ma, H., Zheng, J., Yuan, H., Yu, X., Liang, Y., Escalera, S., Wan, J. & Lei, Z., 28 Oct 2024, MM 2024: Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 8228-8237 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

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

    Open Access
    4 Citations (Scopus)

  • GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts

    Casarin, S., Lanz, O. & Escalera, S., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Press, p. 1695-1703 9 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › 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 (Institute of Electrical and Electronics Engineers), p. 251-259 9 p.

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

    Open Access
    1 Citation (Scopus)

  • In2IN: Leveraging individual Information to Generate Human INteractions

    Ruiz-Ponce, P., Barquero, G., Palmero, C., Escalera, S. & García-Rodríguez, J., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 1941-1951 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

  • LiDAR-Assisted 3D Human Detection for Video Surveillance

    Blanch, M. R., Li, Z., Escalera, S. & Nasrollahi, K., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024. IEEE (Institute of Electrical and Electronics Engineers), p. 123-131 9 p.

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

    Open Access
    2 Citations (Scopus)

  • REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge

    Song, S., Spitale, M., Luo, C., Palmero, C., Barquero, G., Zhu, H., Escalera, S., Valstar, M., Baur, T., Ringeval, F., Andre, E. & Gunes, H., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. IEEE (Institute of Electrical and Electronics Engineers), 5 p. (IEEE International Conference on Automatic Face & Gesture Recognition and Workshops).

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

    10 Citations (Scopus)

  • Swin on Axes: Extending Swin Transformers to Quadtree Image Representations

    Oliu, M., Nasrollahi, K., Escalera, S. & Moeslund, T. B., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024. IEEE (Institute of Electrical and Electronics Engineers), p. 193-201 9 p. (IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)).

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

  • T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos

    Xarles, A., Escalera, S., Moeslund, T. B. & Clapés, A., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 3410-3419 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

    2 Citations (Scopus)

  • Unified Physical-Digital Attack Detection Challenge

    Yuan, H., Liu, A., Zheng, J., Wan, J., Deng, J., Escalera, S., Escalante, H. J., Guyon, I. & Lei, Z., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Press, p. 919-929 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

    1 Citation (Scopus)

  • Unified Physical-Digital Face Attack Detection

    Fang, H., Liu, A., Yuan, H., Zheng, J., Zeng, D., Liu, Y., Deng, J., Escalera, S., Liu, X., Wan, J. & Lei, Z., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 749-757 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • UPAR Challenge 2024: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval - Dataset, Design, and Results

    Cormier, M., Specker, A., Jacques, J. C. S., Moritz, L., Metzler, J., Moeslund, T. B., Nasrollahi, K., Escalera, S. & Beyerer, J., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2024. IEEE (Institute of Electrical and Electronics Engineers), p. 359-367 9 p.

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

    Open Access
    7 Citations (Scopus)

  • Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion

    Casarin, S., Ugwu, C. I., Escalera, S. & Lanz, O., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 5829-5839 11 p. (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

  • 2023

    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 (ACM), 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

    5 Citations (Scopus)

  • BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction

    Barquero, G., Escalera, S. & Palmero, C., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE Signal Processing Society, p. 2317-2327 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    51 Citations (Scopus)

  • Beyond AUROC & co. for evaluating out-of-distribution detection performance

    Humblot-Renaux, G., Guerrero, S. E. & Moeslund, T. B., Aug 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE (Institute of Electrical and Electronics Engineers), p. 3881-3890 10 p. (IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)).

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

    Open Access
    File
    1 Citation (Scopus)
    42 Downloads (Pure)

  • Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images

    Bertiche, H., Mitra, N. J., Kulkarni, K., Huang, C. H. P., Wang, T. Y., Madadi, M., Escalera, S. & Ceylan, D., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society Press, p. 459-468 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vol. 2023-June).

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

    8 Citations (Scopus)

  • ChaLearn LAP Seasons in Drift Challenge: Dataset, Design and Results

    Johansen, A. S., Jacques Junior, J. C. S., Nasrollahi, K., Escalera, S. & Moeslund, T. B., 18 Jan 2023, Computer Vision - ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer, Vol. 13805. p. 755-769 15 p. (Lecture Notes in Computer Science, Vol. 13805).

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

    Open Access
    File
    1 Citation (Scopus)
    326 Downloads (Pure)

  • ECCV 2022 Sign Spotting Challenge: Dataset, Design and Results

    Vázquez Enríquez, M., Castro, J. L. A., Fernandez, L. D., Jacques Junior, J. C. S. & Escalera, S., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer, p. 225-242 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13808 LNCS).

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

    5 Citations (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 (Institute of Electrical and Electronics Engineers), p. 20814-20824 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    31 Citations (Scopus)

  • Multi-Rate Sensor Fusion for Unconstrained Near-Eye Gaze Estimation

    Palmero, C., Komogortsev, O. V., Escalera, S. & Talathi, S. S., 30 May 2023, Proceedings - ETRA 2023: ACM Symposium on Eye Tracking Research and Applications. Spencer, S. N. (ed.). Association for Computing Machinery (ACM), 12. (Eye Tracking Research and Applications Symposium (ETRA)).

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

    2 Citations (Scopus)

  • REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge

    Song, S., Spitale, M., Luo, C., Barquero, G., Palmero, C., Escalera, S., Valstar, M., Baur, T., Ringeval, F., André, E. & Gunes, H., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 9620-9624 5 p.

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

    Open Access
    14 Citations (Scopus)

  • Surveillance Face Presentation Attack Detection Challenge

    Fang, H., Liu, A., Wan, J., Escalera, S., Escalante, H. J. & Lei, Z., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society Press, p. 6361-6371 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2023-June).

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

    12 Citations (Scopus)

  • UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results

    Cormier, M., Specker, A., Jacques, J. C. S., Florin, L., Metzler, J., Moeslund, T. B., Nasrollahi, K., Escalera, S. & Beyerer, J., 2023, Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023. IEEE (Institute of Electrical and Electronics Engineers), p. 166-175 10 p. (IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)).

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

    9 Citations (Scopus)

  • Video-based Skill Assessment for Golf: Estimating Golf Handicap

    Ingwersen, C. K., Xarles, A., Clapes, A., Madadi, M., Jensen, J. N., Hannemose, M. R., Dahl, A. B. & Escalera, S., 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 (ACM), p. 31-39 9 p.

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

    2 Citations (Scopus)

  • Which Tokens to Use? Investigating Token Reduction in Vision Transformers

    Haurum, J. B., Guerrero, S. E., Taylor, G. W. & Moeslund, T. B., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. IEEE (Institute of Electrical and Electronics Engineers), p. 773-783 11 p. 10350983. (IEEE International Conference on Computer Vision Workshops (ICCVW)).

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

    Open Access
    21 Citations (Scopus)

  • Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results

    Wang, D., Guo, J., Shao, Q., He, H., Chen, Z., Xiao, C., Liu, A., Escalera, S., Escalante, H. J., Lei, Z., Wan, J. & Deng, J., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society Press, p. 6380-6391 12 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2023-June).

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

    6 Citations (Scopus)
  • 2022

    Influence in Social Networks Through Visual Analysis of Image Memes

    Onielfa, C., Casacuberta, C. & Escalera, S., 17 Oct 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. (eds.). IOS Press, p. 71-80 10 p. (Frontiers in Artificial Intelligence and Applications, Vol. 356).

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

    Open Access
    File
    67 Downloads (Pure)

  • Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification

    Ullah, I., Carrión-Ojeda, D., Escalera, S., Guyon, I., Huisman, M., Mohr, F., van Rijn, J. N., Sun, H., Vanschoren, J. & Vu, P. A., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems, Vol. 35).

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

    21 Citations (Scopus)

  • Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder

    Haurum, J. B., Madadi, M., Guerrero, S. E. & Moeslund, T. B., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. IEEE (Institute of Electrical and Electronics Engineers), p. 1441-1452 12 p. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)).

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

    Open Access
    9 Citations (Scopus)

  • Multi-varied Cumulative Alignment for Domain Adaptation

    Oliu, M., Bargal, S. A., Sclaroff, S., Baró, X. & Escalera, S., 2022, Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Sclaroff, S., Distante, C., Leo, M., Farinella, G. M. & Tombari, F. (eds.). Springer, p. 324-334 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13232 LNCS).

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

  • nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging

    Joshi, S., Osuala, R., Martín-Isla, C., Campello, V. M., Sendra-Balcells, C., Lekadir, K. & Escalera, S., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 540-551 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12963 LNCS).

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

    4 Citations (Scopus)

  • Relevance-based Margin for Contrastively-trained Video Retrieval Models

    Falcon, A., Sudhakaran, S., Serra, G., Escalera, S. & Lanz, O., 27 Jun 2022, ICMR 2022 - Proceedings of the 2022 International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 146-157 12 p. (ICMR 2022 - Proceedings of the 2022 International Conference on Multimedia Retrieval).

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

    4 Citations (Scopus)

  • SoccerNet 2022 Challenges Results

    Giancola, S., Cioppa, A., Deliège, A., Magera, F., Somers, V., Kang, L., Zhou, X., Barnich, O., De Vleeschouwer, C., Alahi, A., Ghanem, B., Van Droogenbroeck, M., Darwish, A., Maglo, A., Clapés, A., Luyts, A., Boiarov, A., Xarles, A., Orcesi, A. & Shah, A. & 74 others, Fan, B., Comandur, B., Chen, C., Zhang, C., Zhao, C., Lin, C., Chan, C. Y., Hui, C. C., Li, D., Yang, F., Liang, F., Da, F., Yan, F., Yu, F., Wang, G., Chan, H. A., Zhu, H., Kan, H., Chu, J., Hu, J., Gu, J., Chen, J., Soares, J. V. B., Theiner, J., De Corte, J., Brito, J. H., Zhang, J., Li, J., Liang, J., Shen, L., Ma, L., Chen, L., Santos Marques, M., Azatov, M., Kasatkin, N., Wang, N., Jia, Q., Pham, Q. C., Ewerth, R., Song, R., Li, R., Gade, R., Debien, R., Zhang, R., Lee, S., Escalera, S., Jiang, S., Odashima, S., Chen, S., Masui, S., Ding, S., Chan, S. W., Chen, S., El-Shabrawy, T., He, T., Moeslund, T. B., Siu, W. C., Zhang, W., Li, W., Wang, X., Tan, X., Li, X., Wei, X., Ye, X., Liu, X., Wang, X., Guo, Y., Zhao, Y., Yu, Y., Li, Y., He, Y., Zhong, Y., Guo, Z. & Li, Z., 14 Oct 2022, MMSports 2022 - Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports. Association for Computing Machinery (ACM), p. 75-86 12 p. (MMSports 2022 - Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports).

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

    Open Access
    File
    32 Citations (Scopus)
    119 Downloads (Pure)

  • Using Eye Tracking to Investigate Interaction between Humans and Virtual Agents

    Amorese, T., Greco, C., Cuciniello, M., Buono, C., Palmero, C., Buch-Cardona, P., Escalera, S., Torres, M. I., Cordasco, G. & Esposito, A., 2022, Proceedings - 2022 IEEE International Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2022. Rogova, G., Ruvinsky, A., Ziemke, T., Fortino, G. & Freiman, M. (eds.). IEEE Signal Processing Society, p. 125-132 8 p. (Proceedings - 2022 IEEE International Conference on Cognitive and Computational Aspects of Situation Management, CogSIMA 2022).

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

    4 Citations (Scopus)
  • 2021

    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

    34 Citations (Scopus)

  • ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results

    Palmero, C., Barquero, G., Jacques Junior, J. C. S., Clapés, A., Núñez, J., Curto, D., Smeureanu, S., Selva, J., Zhang, Z., Saeteros, D., Gallardo-Pujol, D., Guilera, G., Leiva, D., Han, F., Feng, X., He, J., Tu, W. W., Moeslund, T. B., Guyon, I. & Escalera, S., 2021, Understanding Social Behavior in Dyadic and Small Group Interactions: Proceedings of Machine Learning Research. Palmero, C., Jacques Junior, J. C. S., Clapés, A., Guyon, I., Tu, W.-W., Moeslund, T. B. & Escalera, S. (eds.). MIT Press, p. 4-52 49 p. 1. (The Proceedings of Machine Learning Research, Vol. 173).

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

    Open Access
    File
    17 Citations (Scopus)
    77 Downloads (Pure)

  • ChaLearn LAP large scale signer independent isolated sign language recognition challenge: Design, results and future research

    Sincan, O. M., Jacques, J. C. S., Escalera, S. & Keles, H. Y., Sept 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. IEEE Computer Society Press, p. 3467-3476 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

    32 Citations (Scopus)

  • Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset

    Palmero, C., Selva, J., Smeureanu, S., Junior, J. C. S. J., Clapes, A., Mosegui, A., Zhang, Z., Gallardo, D., Guilera, G., Leiva, D. & Escalera, S., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2021. IEEE (Institute of Electrical and Electronics Engineers), p. 1-12 12 p. 9407599. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2021).

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

    47 Citations (Scopus)

  • Deep Frequency Re-calibration U-Net for Medical Image Segmentation

    Azad, R., Bozorgpour, I. A., Asadi-Aghbolaghi, M., Merhof, D. & Escalera, S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021. IEEE Signal Processing Society, p. 3267-3276 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

    44 Citations (Scopus)

  • Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image

    Bertiche, H., Madadi, M. & Escalera, S., 2021, Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021. Struc, V. & Ivanovska, M. (eds.). IEEE Signal Processing Society, (Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021).

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

    1 Citation (Scopus)

  • DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation

    Bertiche, H., Madadi, M., Tylson, E. & Escalera, S., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. IEEE (Institute of Electrical and Electronics Engineers), p. 5451-5460 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    30 Citations (Scopus)

  • Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions

    Curto, D., Clapes, A., Selva, J., Smeureanu, S., Jacques Junior, J. C. S., Gallardo-Pujol, D., Guilera, G., Leiva, D., Moeslund, T. B., Escalera, S. & Palmero, C., 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE Signal Processing Society, p. 2177-2188 12 p. 9607463. (IEEE International Conference on Computer Vision Workshops (ICCVW)).

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

    26 Citations (Scopus)