Alberto Garcia-Garcia

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 41

Top Topics

Convolutional Neural Networks

Object Recognition

Top Venues

Neural Comput. Appl.

Expert Syst. J. Knowl. Eng.

Publications

Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros
A Review on Deep Learning Techniques for Video Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Francisco Gomez-Donoso, Félix Escalona, Sergio Orts-Escolano, Alberto Garcia-Garcia, José García Rodríguez, Miguel Cazorla
3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation. IEEE Access 10 (2022)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, José García Rodríguez
Unsupervised Hyperbolic Action Recognition. ROBOT (2) (2022)
John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez
Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds. IJCNN (2021)
Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments. CoRR (2021)
Daniele Viganò, Alberto Garcia-Garcia, José A. Pons, Clara Dehman, Vanessa Graber
Magneto-thermal evolution of neutron stars with coupled Ohmic, Hall and ambipolar effects via accurate finite-volume simulations. Comput. Phys. Commun. 265 (2021)
Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Markus Vincze
UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments. IJCNN (2021)
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
H-GAN: the power of GANs in your Hands. CoRR (2021)
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
H-GAN: the power of GANs in your Hands. IJCNN (2021)
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Antonis A. Argyros
A Review on Deep Learning Techniques for Video Prediction. CoRR (2020)
Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez
UnrealROX: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation. Virtual Real. 24 (2) (2020)
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
COMBAHO: A deep learning system for integrating brain injury patients in society. Pattern Recognit. Lett. 137 (2020)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Pablo Martinez-Gonzalez, José García Rodríguez
3D Hand Joints Position Estimation with Graph Convolutional Networks: A GraphHands Baseline. ROBOT (2) (2019)
Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions. CoRR (2019)
Carlos Perelló, David Tomás, Alberto Garcia-Garcia, José García Rodríguez, José Camacho-Collados
UA at SemEval-2019 Task 5: Setting A Strong Linear Baseline for Hate Speech Detection. SemEval@NAACL-HLT (2019)
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez
A Visually Plausible Grasping System for Object Manipulation and Interaction in Virtual Reality Environments. CoRR (2019)
Sergiu Oprea, Pablo Martinez-Gonzalez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez
A visually realistic grasping system for object manipulation and interaction in virtual reality environments. Comput. Graph. 83 (2019)
Alberto Garcia-Garcia, Brayan Stiven Zapata-Impata, Sergio Orts-Escolano, Pablo Gil, José García Rodríguez
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors. CoRR (2019)
Alberto Garcia-Garcia, Brayan S. Zapata-Impata, Sergio Orts-Escolano, Pablo Gil, José García Rodríguez
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors. IJCNN (2019)
Pablo Martinez-Gonzalez, Sergiu Oprea, Alberto Garcia-Garcia, Alvaro Jover-Alvarez, Sergio Orts-Escolano, José García Rodríguez
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data Generation. CoRR (2018)
Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla, Vicente Morell, Jorge Azorín López, Marcelo Saval-Calvo, Alberto Garcia-Garcia, Victor Villena-Martinez
Bioinspired point cloud representation: 3D object tracking. Neural Comput. Appl. 29 (9) (2018)
Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, José García Rodríguez, Alvaro Jover-Alvarez
The RobotriX: An Extremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions. IROS (2018)
Sergiu Ovidiu-Oprea, Alberto Garcia-Garcia, Sergio Orts-Escolano, Victor Villena-Martinez, John Alejandro Castro-Vargas
A long short-term memory based Schaeffer gesture recognition system. Expert Syst. J. Knowl. Eng. 35 (2) (2018)
Alberto Garcia-Garcia, Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla
Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors. J. Real Time Image Process. 14 (3) (2018)
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Pablo Martinez-Gonzalez, José García Rodríguez
A survey on deep learning techniques for image and video semantic segmentation. Appl. Soft Comput. 70 (2018)
Francisco Gomez-Donoso, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla
LonchaNet: A sliced-based CNN architecture for real-time 3D object recognition. IJCNN (2017)
Gaspar Cano, José García Rodríguez, Alberto Garcia-Garcia, Horacio Pérez Sánchez, Jón Atli Benediktsson, Anil Thapa, Alastair Barr
Automatic selection of molecular descriptors using random forest: Application to drug discovery. Expert Syst. Appl. 72 (2017)
Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Sergiu Oprea, Francisco Gomez-Donoso, Miguel Cazorla
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. 164 (2017)
Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano, Alberto Garcia-Garcia
Evaluation of sampling method effects in 3D non-rigid registration. Neural Comput. Appl. 28 (5) (2017)
Javier Abellan-Abenza, Alberto Garcia-Garcia, Sergiu Oprea, David Ivorra-Piqueres, José García Rodríguez
Classifying Behaviours in Videos with Recurrent Neural Networks. Int. J. Comput. Vis. Image Process. 7 (4) (2017)
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, José García Rodríguez
A Review on Deep Learning Techniques Applied to Semantic Segmentation. CoRR (2017)
Sergiu Oprea, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla
A recurrent neural network based Schaeffer gesture recognition system. IJCNN (2017)
John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Sergio Orts-Escolano, José García Rodríguez
Detecting and Manipulating Objects with a Social Robot: An Ambient Assisted Living Approach. ROBOT (1) (2017)
Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, José García Rodríguez, Jorge Azorín López, Marcelo Saval-Calvo, Miguel Cazorla
Multi-sensor 3D object dataset for object recognition with full pose estimation. Neural Comput. Appl. 28 (5) (2017)
Victor Villena-Martinez, Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Jerónimo Mora Pascual, José García Rodríguez, Alberto Garcia-Garcia
A Quantitative Comparison of Calibration Methods for RGB-D Sensors Using Different Technologies. Sensors 17 (2) (2017)
Francisco Gomez-Donoso, Sergio Orts-Escolano, Alberto Garcia-Garcia, José García Rodríguez, John Alejandro Castro-Vargas, Sergiu Ovidiu-Oprea, Miguel Cazorla
A robotic platform for customized and interactive rehabilitation of persons with disabilities. Pattern Recognit. Lett. 99 (2017)
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Jose Antonio Serra-Perez, Alberto Garcia-Garcia
3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction. Neural Process. Lett. 43 (2) (2016)
Alberto Garcia-Garcia, Francisco Gomez-Donoso, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla, Jorge Azorín López
PointNet: A 3D Convolutional Neural Network for real-time object class recognition. IJCNN (2016)
Francisco Gomez-Donoso, Miguel Cazorla, Alberto Garcia-Garcia, José García Rodríguez
Automatic Schaeffer's gestures recognition system. Expert Syst. J. Knowl. Eng. 33 (5) (2016)
Sergio Orts-Escolano, José García Rodríguez, Jose Antonio Serra-Perez, Antonio Jimeno-Morenilla, Alberto Garcia-Garcia, Vicente Morell, Miguel Cazorla
3D model reconstruction using neural gas accelerated on GPU. Appl. Soft Comput. 32 (2015)
Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Alberto Garcia-Garcia, Sergiu Ovidiu-Oprea
Optimized Representation of 3D Sequences Using Neural Networks. IWINAC (2) (2015)