Sergio Orts

David Mulero-Perez

Manuel Benavent-Lledó

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Total relighting: learning to relight portraits for background replacement.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2021

Advances in neural rendering.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH 2021: Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2021

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

[BibT_eX]

[DOI]

Giorgos Karvounas

Nikolaos Kyriazis

Iason Oikonomidis

Aggeliki Tsoli

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.

[BibT_eX]

[DOI]

Markus Vincze

Proceedings of the International Joint Conference on Neural Networks, 2021

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on 3D Vision, 2021

2020

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

[BibT_eX]

[DOI]

Alvaro Jover-Alvarez

Virtual Real., 2020

Deep relightable textures: volumetric performance capture with neural rendering.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2020

An sEMG-Controlled 3D Game for Rehabilitation Therapies: Real-Time Time Hand Gesture Recognition Using Deep Learning Techniques.

[BibT_eX]

[DOI]

Nadia Nasri

Sensors, 2020

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

[BibT_eX]

[DOI]

Zuria Bauer

Félix Escalona

David Ivorra-Piqueres

Eugenio Aguirre

Miguel García-Silvente

Marcelo García-Pérez

José María Cañas

Francisco Martín Rico

Jonatan Gines

Francisco Rivas-Montero

Pattern Recognit. Lett., 2020

Enhancing perception for the visually impaired with deep learning techniques and low-cost wearable sensors.

[BibT_eX]

[DOI]

Zuria Bauer

Alejandro Dominguez

Edmanuel Cruz

Pattern Recognit. Lett., 2020

The Rocketbox Library and the Utility of Freely Available Rigged Avatars.

[BibT_eX]

[DOI]

Maria V. Sanchez-Vives

Jeremy N. Bailenson

Mel Slater

Jaron Lanier

Frontiers Virtual Real., 2020

Neural Light Transport for Relighting and View Synthesis.

[BibT_eX]

[DOI]

CoRR, 2020

Du<sup>2</sup>Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

An augmented reality application for improving shopping experience in large retail stores.

[BibT_eX]

[DOI]

Edmanuel Cruz

Virtual Real., 2019

The relightables: volumetric performance capture of humans with realistic relighting.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2019

Inferring Static Hand Poses from a Low-Cost Non-Intrusive sEMG Sensor.

[BibT_eX]

[DOI]

Nadia Nasri

Sensors, 2019

Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network.

[BibT_eX]

[DOI]

Epaminondas Kapetanios

Xing Liang

Bencie Woll

Pattern Anal. Appl., 2019

Large-scale multiview 3D hand pose dataset.

[BibT_eX]

[DOI]

Image Vis. Comput., 2019

Accurate and efficient 3D hand pose regression for robot hand teleoperation using a monocular RGB camera.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Comput. Graph., 2019

Using Inferred Gestures from sEMG Signal to Teleoperate a Domestic Robot for the Disabled.

[BibT_eX]

[DOI]

Nadia Nasri

Proceedings of the Advances in Computational Intelligence, 2019

TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.

[BibT_eX]

[DOI]

Brayan S. Zapata-Impata

Pablo Gil

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Bioinspired point cloud representation: 3D object tracking.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2018

Fast 2D/3D object representation with growing neural gas.

[BibT_eX]

[DOI]

Gaurav Gupta

Neural Comput. Appl., 2018

Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2018

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

[BibT_eX]

[DOI]

Sergiu Ovidiu-Oprea

Expert Syst. J. Knowl. Eng., 2018

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

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

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

[BibT_eX]

[DOI]

Alvaro Jover-Alvarez

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

A New Dataset and Performance Evaluation of a Region-based CNN for Urban Object Detection.

[BibT_eX]

[DOI]

Alex Dominguez-Sanchez

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Pedestrian Movement Direction Recognition Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Alex Dominguez-Sanchez

IEEE Trans. Intell. Transp. Syst., 2017

A robotic platform for customized and interactive rehabilitation of persons with disabilities.

[BibT_eX]

[DOI]

Sergiu Ovidiu-Oprea

Pattern Recognit. Lett., 2017

Object recognition in noisy RGB-D data using GNG.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2017

Evaluation of sampling method effects in 3D non-rigid registration.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

Multi-sensor 3D object dataset for object recognition with full pose estimation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

Interactive light source position estimation for augmented reality with an RGB-D camera.

[BibT_eX]

[DOI]

Comput. Animat. Virtual Worlds, 2017

A study of the effect of noise and occlusion on the accuracy of convolutional neural networks applied to 3D object recognition.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2017

A Review on Deep Learning Techniques Applied to Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2017

Robust Hand Pose Regression Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Detecting and Manipulating Objects with a Social Robot: An Ambient Assisted Living Approach.

[BibT_eX]

[DOI]

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Recognizing Pedestrian Direction Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Alex Dominguez-Sanchez

Proceedings of the Advances in Computational Intelligence, 2017

A recurrent neural network based Schaeffer gesture recognition system.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

LonchaNet: A sliced-based CNN architecture for real-time 3D object recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Fusion4D: real-time performance capture of challenging scenes.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2016

3DCOMET: 3D compression methods test dataset.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2016

3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction.

[BibT_eX]

[DOI]

Jose Antonio Serra-Perez

Neural Process. Lett., 2016

Real time motion estimation using a neural architecture implemented on GPUs.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2016

GNG based foot reconstruction for custom footwear manufacturing.

[BibT_eX]

[DOI]

Antonio Jimeno-Morenilla

Miguel Davia-Aracil

Comput. Ind., 2016

Holoportation: Virtual 3D Teleportation in Real-time.

[BibT_eX]

[DOI]

Proceedings of the 29th Annual Symposium on User Interface Software and Technology, 2016

PointNet: A 3D Convolutional Neural Network for real-time object class recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

HyperDepth: Learning Depth from Structured Light without Matching.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Closed-Form Bayesian Fusion Equation Using Occupancy Probabilities.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on 3D Vision, 2016

2015

Real-time 3D semi-local surface patch extraction using GPGPU - Application to 3D object recognition.

[BibT_eX]

[DOI]

Robert B. Fisher

J. Real Time Image Process., 2015

3D reconstruction of medical images from slices automatically landmarked with growing neural models.

[BibT_eX]

[DOI]

Kenneth Revett

Neurocomputing, 2015

3D model reconstruction using neural gas accelerated on GPU.

[BibT_eX]

[DOI]

Jose Antonio Serra-Perez

Antonio Jimeno-Morenilla

Appl. Soft Comput., 2015

A Comparative Study of Downsampling Techniques for Non-rigid Point Set Registration Using Color.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Object Recognition in Noisy RGB-D Data.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Optimized Representation of 3D Sequences Using Neural Networks.

[BibT_eX]

[DOI]

Sergiu Ovidiu-Oprea

Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Support Vector Machine Prediction of Drug Solubility on GPUs.

[BibT_eX]

[DOI]

Gaspar Cano

Jorge Peña-García

Dharmendra Kumar-Yadav

Alfonso Pérez-Garrido

Horacio Pérez Sánchez

Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Non-rigid point set registration using color and data downsampling.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Using GNG on 3D Object Recognition in Noisy RGB-D data.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Processing point cloud sequences with Growing Neural Gas.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Self-Organizing Activity Description Map to represent and classify human behaviour.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

A Comparative Study of Registration Methods for RGB-D Video of Static Scenes.

[BibT_eX]

[DOI]

Sensors, 2014

Geometric 3D point cloud compression.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Parallel Computational Intelligence-Based Multi-Camera Surveillance System.

[BibT_eX]

[DOI]

J. Sens. Actuator Networks, 2014

3D colour object reconstruction based on Growing Neural Gas.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

3D maps representation using GNG.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

3D Hand Pose Estimation with Neural Networks.

[BibT_eX]

[DOI]

Jose Antonio Serra

Markos Mentzelopoulos

Javier Montoyo-Bojo

Enrique Domínguez

Proceedings of the Advances in Computational Intelligence, 2013

Improving 3D Keypoint Detection from Noisy Data Using Growing Neural Gas.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2013

3D gesture recognition with growing neural gas.

[BibT_eX]

[DOI]

Jose Antonio Serra-Perez

Javier Montoyo-Bojo

Horacio Emilio Pérez Sánchez

Markos Mentzelopoulos

Andrew Lewis

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Improving drug discovery using a neural networks based parallel scoring function.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Point cloud data filtering and downsampling using growing neural gas.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Natural User Interfaces in Volume Visualisation Using Microsoft Kinect.

[BibT_eX]

[DOI]

Markos Mentzelopoulos

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Point Light Source Estimation based on Scenes Recorded by a RGB-D camera.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2013

2012

Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation.

[BibT_eX]

[DOI]

Neural Networks, 2012

GPGPU implementation of growing neural gas: Application to 3D scene reconstruction.

[BibT_eX]

[DOI]

Diego Viejo

J. Parallel Distributed Comput., 2012

Multi-GPU based camera network system keeps privacy using growing neural gas.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A study of registration techniques for 6DoF SLAM.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2012

2011

Video and Image Processing with Self-Organizing Neural Networks.

[BibT_eX]

[DOI]

Enrique Domínguez

Francisco José Mora-Gimeno

Proceedings of the Advances in Computational Intelligence, 2011

Fast Image Representation with GPU-Based Growing Neural Gas.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2011

Fast Autonomous Growing Neural Gas.

[BibT_eX]

[DOI]