Publications in collaboration with researchers from Universitat Autònoma de Barcelona (34)

2025

  1. Genetically determined Alzheimer's disease research advances: The Down Syndrome & Autosomal Dominant Alzheimer's Disease 2024 Conference

    Alzheimer's & dementia : the journal of the Alzheimer's Association, Vol. 21, Núm. 7, pp. e70309

  2. Public Health

    Alzheimer's & dementia : the journal of the Alzheimer's Association, Vol. 21, pp. e101102

2022

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

    IET Computer Vision, Vol. 16, Núm. 1, pp. 50-66

2021

  1. Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Regional grey matter microstructural changes and volume loss according to disease duration in multiple sclerosis patients

    Scientific Reports, Vol. 11, Núm. 1

2020

  1. ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results

    2020 15TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2020)

2019

  1. From 2D to 3D geodesic-based garment matching

    Multimedia Tools and Applications, Vol. 78, Núm. 18, pp. 25829-25853

  2. Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation

    Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019

  3. Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation

    2019 14TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2019)

2018

  1. Back-dropout transfer learning for action recognition

    IET Computer Vision, Vol. 12, Núm. 4, pp. 484-491

  2. Changes in facial expression as biometric: A database and benchmarks of identification

    Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018

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

    Image and Vision Computing, Vol. 79, pp. 76-85

  4. Looking at People Special Issue

    International Journal of Computer Vision

  5. Top-down model fitting for hand pose recovery in sequences of depth images

    Image and Vision Computing, Vol. 79, pp. 63-75

2017

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

    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

  2. Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey

    GESTURE RECOGNITION (SPRINGER INTERNATIONAL PUBLISHING AG), pp. 539-578

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

    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

  4. Occlusion Aware Hand Pose Recovery from Sequences of Depth Images

    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

  5. Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real versus Fake Expressed Emotions Challenges

    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017)

2016

  1. ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview

    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR)