Pablo Martinez-Gonzalez

According to our database, Pablo Martinez-Gonzalez authored at least 16 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Review on Deep Learning Techniques for Video Prediction.

Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Unsupervised Hyperbolic Action Recognition.

John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, José García Rodríguez

Proceedings of the ROBOT 2022: Fifth Iberian Robotics Conference, 2022

Synthetic contact maps to predict grasp regions on objects.

Pablo Martinez-Gonzalez, David Mulero-Perez, Sergiu Oprea, Manuel Benavent-Lledó, Sergio Orts-Escolano, José García Rodríguez

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Estimating Context Aware Human-Object Interaction Using Deep Learning-Based Object Recognition Architectures.

Iván San Martín Fernández, Sergiu Oprea, John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, José García Rodríguez

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Interaction Estimation in Egocentric Videos via Simultaneous Hand-Object Recognition.

Manuel Benavent-Lledó, Sergiu Oprea, John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, José García Rodríguez

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

H-GAN: the power of GANs in your Hands.

Sergiu Oprea, Giorgos Karvounas, Pablo Martinez-Gonzalez, Nikolaos Kyriazis, Sergio Orts-Escolano, Iason Oikonomidis, Alberto Garcia-Garcia, Aggeliki Tsoli, José García Rodríguez, Antonis A. Argyros

Proceedings of the International Joint Conference on Neural Networks, 2021

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

Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze

Proceedings of the International Joint Conference on Neural Networks, 2021

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

John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

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

Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez

Virtual Real., 2020

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

José García Rodríguez, Francisco Gomez-Donoso, Sergiu Oprea, Alberto Garcia-Garcia, Miguel Cazorla, Sergio Orts-Escolano, Zuria Bauer, John Alejandro Castro-Vargas, Félix Escalona, David Ivorra-Piqueres, Pablo Martinez-Gonzalez, Eugenio Aguirre, Miguel García-Silvente, Marcelo García-Pérez, José María Cañas, Francisco Martín Rico, Jonatan Gines, Francisco Rivas-Montero

Pattern Recognit. Lett., 2020

2019

Accelerating Deep Action Recognition Networks for Real-Time Applications.

David Ivorra-Piqueres, John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez

Int. J. Comput. Vis. Image Process., 2019

A Visually Plausible Grasping System for Object Manipulation and Interaction in Virtual Reality Environments.

Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez

CoRR, 2019

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

Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez

Comput. Graph., 2019

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

John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Pablo Martinez-Gonzalez, José García Rodríguez

Proceedings of the Robot 2019: Fourth Iberian Robotics Conference, 2019

2018

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

Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Pablo Martinez-Gonzalez, José García Rodríguez

Appl. Soft Comput., 2018

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

Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018