Publicacións en colaboración con investigadores/as de Universidad Carlos III de Madrid (20)

2024

  1. A Generative AI approach to improve in-situ vision tool wear monitoring with scarce data

    Journal of Intelligent Manufacturing

2023

  1. Neural Architectures for Feature Embedding in Person Re-Identification: A Comparative View

    ACM Transactions on Intelligent Systems and Technology, Vol. 14, Núm. 5

  2. Reinforcement Learning Algorithms for Autonomous Mission Accomplishment by Unmanned Aerial Vehicles: A Comparative View with DQN, SARSA and A2C

    Sensors (Basel, Switzerland), Vol. 23, Núm. 21

2022

  1. Automated Defect Recognition of Castings Defects Using Neural Networks

    Journal of Nondestructive Evaluation, Vol. 41, Núm. 1

  2. Hierarchical generator of tracking global hypotheses

    Expert Systems with Applications, Vol. 206

2021

  1. Back-propagation of the Mahalanobis istance through a deep triplet learning model for person Re-Identification

    Integrated Computer-Aided Engineering, Vol. 28, Núm. 3, pp. 277-294

  2. Deep multi-shot network for modelling appearance similarity in multi-person tracking applications

    Multimedia Tools and Applications, Vol. 80, Núm. 15, pp. 23701-23721

2020

  1. Deep learning of appearance affinity for multi-object tracking and re-identification: A comparative view

    Electronics (Switzerland), Vol. 9, Núm. 11, pp. 1-29

2019

  1. An appearance-based tracking algorithm for aerial search and rescue purposes

    Sensors (Switzerland), Vol. 19, Núm. 3

  2. Balancing people re-identification data for deep parts similarity learning

    Journal of Imaging Science and Technology, Vol. 63, Núm. 2

  3. Neural Controller of UAVs with Inertia Variations

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

  4. Transferring learning from multi-person tracking to person re-identification

    Integrated Computer-Aided Engineering, Vol. 26, Núm. 4, pp. 329-344

  5. Triplet permutation method for deep learning of single-shot person re-identification

    IET Conference Publications

2018

  1. Deep parts similarity learning for person Re-Identification

    VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  2. Re-identificación de personas mediante la distancia de Mahalanobis

    XXXIX Jornadas de Automática: actas. Badajoz, 5-7 de septiembre de 2018

2017

  1. Deep part features learning by a normalised double-margin-based contrastive loss function for person re-identification

    VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

2016

  1. Autocalibración de parámetros extrínsecos de sistemas estéreo para aplicaciones de tráfico

    Actas de las XXXVII Jornadas de Automática: Madrid. 7, 8 y 9 de septiembre de 2016

  2. Multi-Object Tracking with Data Association by a Similarity Identification Model

    IET Seminar Digest

2015

  1. Intelligent surveillance of indoor environments based on computer vision and 3D point cloud fusion

    Expert Systems with Applications, Vol. 42, Núm. 21, pp. 8156-8171

2006

  1. Design and development of several mobile communication systems for people with hearing disabilities

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