Publications (27) SERGIU OVIDIU OPREA publications

2023

  1. Unsupervised Hyperbolic Action Recognition

    Lecture Notes in Networks and Systems

2022

  1. A Review on Deep Learning Techniques for Video Prediction

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 6, pp. 2806-2826

  2. Predicting Human-Object Interactions in Egocentric Videos

    Proceedings of the International Joint Conference on Neural Networks

  3. Synthetic contact maps to predict grasp regions on objects

    Proceedings of the International Joint Conference on Neural Networks

2021

  1. Entorno colaborativo de desarrollo de proyectos fin de grado en titulaciones tecnológicas

    Redes de Investigación e Innovación en Docencia Universitaria: Volumen 2021 (Instituto de Ciencias de la Educación), pp. 825-834

  2. Entorno colaborativo de desarrollo de proyectos fin de grado en titulaciones tecnológicas

    Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria: Convocatoria 2020-21 (Instituto de Ciencias de la Educación), pp. 2363-2387

  3. Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds

    Proceedings of the International Joint Conference on Neural Networks

  4. H-GAN: The power of GANs in your Hands

    Proceedings of the International Joint Conference on Neural Networks

  5. UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments

    Proceedings of the International Joint Conference on Neural Networks

2020

  1. 3D Hand Joints Position Estimation with Graph Convolutional Networks: A GraphHands Baseline

    Advances in Intelligent Systems and Computing

  2. COMBAHO: A deep learning system for integrating brain injury patients in society

    Pattern Recognition Letters, Vol. 137, pp. 80-90

  3. UnrealROX: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation

    Virtual Reality, Vol. 24, Núm. 2, pp. 271-288

  4. When deep learning meets data alignment: A review on deep registration networks (DRNS)

    Applied Sciences (Switzerland), Vol. 10, Núm. 21, pp. 1-20

2019

  1. A visually realistic grasping system for object manipulation and interaction in virtual reality environments

    Computers and Graphics (Pergamon), Vol. 83, pp. 77-86

  2. Object Recognition Pipeline: Grasping in Domestic Environments

    Rapid Automation: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 456-468

2018

  1. A long short-term memory based Schaeffer gesture recognition system

    Expert Systems

  2. A survey on deep learning techniques for image and video semantic segmentation

    Applied Soft Computing Journal, Vol. 70, pp. 41-65

  3. Detecting and manipulating objects with a social robot: An ambient assisted living approach

    Advances in Intelligent Systems and Computing (Springer Verlag), pp. 613-624

  4. Object recognition pipeline: Grasping in domestic environments

    Advancements in Computer Vision and Image Processing (IGI Global), pp. 18-33

  5. The RobotriX: An Extremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions

    IEEE International Conference on Intelligent Robots and Systems