Alberto Garcia-Garcia

43 papers A 1B 7Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Text To 3D Object Generation For Scalable Room Assembly.
CoRR
Sonia Laguna, Alberto Garcia-Garcia, Marie-Julie Rakotosaona, Stylianos Moschoglou, Leonhard Helminger, Sergio Orts-Escolano
2022 J jnl
3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation.
IEEE Access
Francisco Gomez-Donoso, Félix Escalona, Sergio Orts-Escolano, Alberto Garcia-Garcia, José García Rodríguez, Miguel Cazorla
2022 J jnl
A Review on Deep Learning Techniques for Video Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros
2022 — conf
Unsupervised Hyperbolic Action Recognition.
ROBOT (2)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, José García Rodríguez
2021 B conf
Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds.
IJCNN
John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez
2021 B conf
H-GAN: the power of GANs in your Hands.
IJCNN
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
2021 J jnl
H-GAN: the power of GANs in your Hands.
CoRR
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
2021 J jnl
Magneto-thermal evolution of neutron stars with coupled Ohmic, Hall and ambipolar effects via accurate finite-volume simulations.
Comput. Phys. Commun.
Daniele Viganò, Alberto Garcia-Garcia, José A. Pons, Clara Dehman, Vanessa Graber
2021 B conf
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments.
IJCNN
Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze
2021 J jnl
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments.
CoRR
Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze
2020 J jnl
A Review on Deep Learning Techniques for Video Prediction.
CoRR
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros
2020 J jnl
COMBAHO: A deep learning system for integrating brain injury patients in society.
Pattern Recognit. Lett.
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
2020 J jnl
UnrealROX: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation.
Virtual Real.
Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez
2019 — conf
3D Hand Joints Position Estimation with Graph Convolutional Networks: A GraphHands Baseline.
ROBOT (2)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Pablo Martinez-Gonzalez, José García Rodríguez
2019 J jnl
A Visually Plausible Grasping System for Object Manipulation and Interaction in Virtual Reality Environments.
CoRR
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez
2019 J jnl
A visually realistic grasping system for object manipulation and interaction in virtual reality environments.
Comput. Graph.
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez
2019 B conf
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.
IJCNN
Alberto Garcia-Garcia, Brayan S. Zapata-Impata, Sergio Orts-Escolano, Pablo Gil, José García Rodríguez
2019 J jnl
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.
CoRR
Alberto Garcia-Garcia, Brayan Stiven Zapata-Impata, Sergio Orts-Escolano, Pablo Gil, José García Rodríguez
2019 J jnl
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions.
CoRR
Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez
2019 — conf
UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection.
SemEval@NAACL-HLT
Carlos Perelló, David Tomás, Alberto Garcia-Garcia, José García Rodríguez, José Camacho-Collados
2018 J jnl
A long short-term memory based Schaeffer gesture recognition system.
Expert Syst. J. Knowl. Eng.
Sergiu Ovidiu-Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, Victor Villena-Martinez, John Alejandro Castro-Vargas
2018 J jnl
A survey on deep learning techniques for image and video semantic segmentation.
Appl. Soft Comput.
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Pablo Martinez-Gonzalez, José García Rodríguez
2018 J jnl
Bioinspired point cloud representation: 3D object tracking.
Neural Comput. Appl.
Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla, Vicente Morell, Jorge Azorín López, Marcelo Saval-Calvo, Alberto Garcia-Garcia, Victor Villena-Martinez
2018 J jnl
Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors.
J. Real Time Image Process.
Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla
2018 A conf
The RobotriX: An Extremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions.
IROS
Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez
2018 J jnl
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data Generation.
CoRR
Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez
2017 J jnl
A Quantitative Comparison of Calibration Methods for RGB-D Sensors Using Different Technologies.
Sensors
Victor Villena-Martinez, Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Jerónimo Mora Pascual, José García Rodríguez, Alberto Garcia-Garcia
2017 J jnl
A Review on Deep Learning Techniques Applied to Semantic Segmentation.
CoRR
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, José García Rodríguez
2017 B conf
A recurrent neural network based Schaeffer gesture recognition system.
IJCNN
Sergiu Oprea, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla
2017 J jnl
A robotic platform for customized and interactive rehabilitation of persons with disabilities.
Pattern Recognit. Lett.
Francisco Gomez-Donoso, Sergio Orts-Escolano, Alberto Garcia-Garcia, José García Rodríguez, John Alejandro Castro-Vargas, Sergiu Ovidiu-Oprea, Miguel Cazorla
2017 J jnl
A study of the effect of noise and occlusion on the accuracy of convolutional neural networks applied to 3D object recognition.
Comput. Vis. Image Underst.
Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Sergiu Oprea, Francisco Gomez-Donoso, Miguel Cazorla
2017 J jnl
Automatic selection of molecular descriptors using random forest: Application to drug discovery.
Expert Syst. Appl.
Gaspar Cano, José García Rodríguez, Alberto Garcia-Garcia, Horacio Pérez Sánchez, Jón Atli Benediktsson, Anil Thapa, Alastair Barr
2017 J jnl
Classifying Behaviours in Videos with Recurrent Neural Networks.
Int. J. Comput. Vis. Image Process.
Javier Abellan-Abenza, Alberto Garcia-Garcia, Sergiu Oprea, David Ivorra-Piqueres, José García Rodríguez
2017 — conf
Detecting and Manipulating Objects with a Social Robot: An Ambient Assisted Living Approach.
ROBOT (1)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Sergio Orts-Escolano, José García Rodríguez
2017 J jnl
Evaluation of sampling method effects in 3D non-rigid registration.
Neural Comput. Appl.
Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano, Alberto Garcia-Garcia
2017 B conf
LonchaNet: A sliced-based CNN architecture for real-time 3D object recognition.
IJCNN
Francisco Gomez-Donoso, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla
2017 J jnl
Multi-sensor 3D object dataset for object recognition with full pose estimation.
Neural Comput. Appl.
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, José García Rodríguez, Jorge Azorín López, Marcelo Saval-Calvo, Miguel Cazorla
2016 J jnl
3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction.
Neural Process. Lett.
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Jose Antonio Serra-Perez, Alberto Garcia-Garcia
2016 — ch.
Accelerating an FMM-Based Coulomb Solver with GPUs.
Software for Exascale Computing
Alberto Garcia-Garcia, Andreas Beckmann, Ivo Kabadshow
2016 J jnl
Automatic Schaeffer's gestures recognition system.
Expert Syst. J. Knowl. Eng.
Francisco Gomez-Donoso, Miguel Cazorla, Alberto Garcia-Garcia, José García Rodríguez
2016 B conf
PointNet: A 3D Convolutional Neural Network for real-time object class recognition.
IJCNN
Alberto Garcia-Garcia, Francisco Gomez-Donoso, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla, Jorge Azorín López
2015 J jnl
3D model reconstruction using neural gas accelerated on GPU.
Appl. Soft Comput.
Sergio Orts-Escolano, José García Rodríguez, Jose Antonio Serra-Perez, Antonio Jimeno-Morenilla, Alberto Garcia-Garcia, Vicente Morell, Miguel Cazorla
2015 — conf
Optimized Representation of 3D Sequences Using Neural Networks.
IWINAC (2)
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Alberto Garcia-Garcia, Sergiu Ovidiu-Oprea