Sergio Orts

Orcid: 0000-0001-6817-6326

Affiliations:
  • University of Alicante, Spain


According to our database1, Sergio Orts authored at least 95 papers between 2011 and 2024.

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Bibliography

2024
CHOSEN: Contrastive Hypothesis Selection for Multi-View Depth Refinement.
CoRR, 2024

MagicMirror: Fast and High-Quality Avatar Generation with a Constrained Search Space.
CoRR, 2024

Exploring Text-Driven Approaches for Online Action Detection.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

2023
LitNeRF: Intrinsic Radiance Decomposition for High-Quality View Synthesis and Relighting of Faces.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Controllable Light Diffusion for Portraits.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Rapsai: Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
A Review on Deep Learning Techniques for Video Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation.
IEEE Access, 2022

VoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 2022

Synthetic contact maps to predict grasp regions on objects.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Total relighting: learning to relight portraits for background replacement.
ACM Trans. Graph., 2021


H-GAN: the power of GANs in your Hands.
Proceedings of the International Joint Conference on Neural Networks, 2021

UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments.
Proceedings of the International Joint Conference on Neural Networks, 2021

Graph Convolutional Neural Networks-based 3D Hand Pose Estimation over Point Clouds.
Proceedings of the International Joint Conference on Neural Networks, 2021

NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis.
Proceedings of the International Conference on 3D Vision, 2021

2020
UnrealROX: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation.
Virtual Real., 2020

Deep relightable textures: volumetric performance capture with neural rendering.
ACM Trans. Graph., 2020

An sEMG-Controlled 3D Game for Rehabilitation Therapies: Real-Time Time Hand Gesture Recognition Using Deep Learning Techniques.
Sensors, 2020

COMBAHO: A deep learning system for integrating brain injury patients in society.
Pattern Recognit. Lett., 2020

Enhancing perception for the visually impaired with deep learning techniques and low-cost wearable sensors.
Pattern Recognit. Lett., 2020

The Rocketbox Library and the Utility of Freely Available Rigged Avatars.
Frontiers Virtual Real., 2020

Neural Light Transport for Relighting and View Synthesis.
CoRR, 2020

Du<sup>2</sup>Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
An augmented reality application for improving shopping experience in large retail stores.
Virtual Real., 2019

The relightables: volumetric performance capture of humans with realistic relighting.
ACM Trans. Graph., 2019

Inferring Static Hand Poses from a Low-Cost Non-Intrusive sEMG Sensor.
Sensors, 2019

Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network.
Pattern Anal. Appl., 2019

Large-scale multiview 3D hand pose dataset.
Image Vis. Comput., 2019

Accurate and efficient 3D hand pose regression for robot hand teleoperation using a monocular RGB camera.
Expert Syst. Appl., 2019

A Visually Plausible Grasping System for Object Manipulation and Interaction in Virtual Reality Environments.
CoRR, 2019

A visually realistic grasping system for object manipulation and interaction in virtual reality environments.
Comput. Graph., 2019

Using Inferred Gestures from sEMG Signal to Teleoperate a Domestic Robot for the Disabled.
Proceedings of the Advances in Computational Intelligence, 2019

TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Bioinspired point cloud representation: 3D object tracking.
Neural Comput. Appl., 2018

Fast 2D/3D object representation with growing neural gas.
Neural Comput. Appl., 2018

Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors.
J. Real Time Image Process., 2018

A long short-term memory based Schaeffer gesture recognition system.
Expert Syst. J. Knowl. Eng., 2018

A survey on deep learning techniques for image and video semantic segmentation.
Appl. Soft Comput., 2018

The RobotriX: An Extremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions.
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.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Pedestrian Movement Direction Recognition Using Convolutional Neural Networks.
IEEE Trans. Intell. Transp. Syst., 2017

A robotic platform for customized and interactive rehabilitation of persons with disabilities.
Pattern Recognit. Lett., 2017

Object recognition in noisy RGB-D data using GNG.
Pattern Anal. Appl., 2017

Evaluation of sampling method effects in 3D non-rigid registration.
Neural Comput. Appl., 2017

Multi-sensor 3D object dataset for object recognition with full pose estimation.
Neural Comput. Appl., 2017

Interactive light source position estimation for augmented reality with an RGB-D camera.
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.
Comput. Vis. Image Underst., 2017

A Review on Deep Learning Techniques Applied to Semantic Segmentation.
CoRR, 2017

Robust Hand Pose Regression Using Convolutional Neural Networks.
Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Detecting and Manipulating Objects with a Social Robot: An Ambient Assisted Living Approach.
Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Recognizing Pedestrian Direction Using Convolutional Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2017

A recurrent neural network based Schaeffer gesture recognition system.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

LonchaNet: A sliced-based CNN architecture for real-time 3D object recognition.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Fusion4D: real-time performance capture of challenging scenes.
ACM Trans. Graph., 2016

3DCOMET: 3D compression methods test dataset.
Robotics Auton. Syst., 2016

3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction.
Neural Process. Lett., 2016

Real time motion estimation using a neural architecture implemented on GPUs.
J. Real Time Image Process., 2016

GNG based foot reconstruction for custom footwear manufacturing.
Comput. Ind., 2016


PointNet: A 3D Convolutional Neural Network for real-time object class recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

HyperDepth: Learning Depth from Structured Light without Matching.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Closed-Form Bayesian Fusion Equation Using Occupancy Probabilities.
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.
J. Real Time Image Process., 2015

3D reconstruction of medical images from slices automatically landmarked with growing neural models.
Neurocomputing, 2015

3D model reconstruction using neural gas accelerated on GPU.
Appl. Soft Comput., 2015

A Comparative Study of Downsampling Techniques for Non-rigid Point Set Registration Using Color.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Object Recognition in Noisy RGB-D Data.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Optimized Representation of 3D Sequences Using Neural Networks.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Support Vector Machine Prediction of Drug Solubility on GPUs.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

Non-rigid point set registration using color and data downsampling.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Using GNG on 3D Object Recognition in Noisy RGB-D data.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Processing point cloud sequences with Growing Neural Gas.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Self-Organizing Activity Description Map to represent and classify human behaviour.
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.
Sensors, 2014

Geometric 3D point cloud compression.
Pattern Recognit. Lett., 2014

Parallel Computational Intelligence-Based Multi-Camera Surveillance System.
J. Sens. Actuator Networks, 2014

3D colour object reconstruction based on Growing Neural Gas.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

3D maps representation using GNG.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Improving 3D Keypoint Detection from Noisy Data Using Growing Neural Gas.
Proceedings of the Advances in Computational Intelligence, 2013

3D gesture recognition with growing neural gas.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Improving drug discovery using a neural networks based parallel scoring function.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Point cloud data filtering and downsampling using growing neural gas.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Natural User Interfaces in Volume Visualisation Using Microsoft Kinect.
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.
Proceedings of the British Machine Vision Conference, 2013

2012
Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation.
Neural Networks, 2012

GPGPU implementation of growing neural gas: Application to 3D scene reconstruction.
J. Parallel Distributed Comput., 2012

Multi-GPU based camera network system keeps privacy using growing neural gas.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A study of registration techniques for 6DoF SLAM.
Proceedings of the Artificial Intelligence Research and Development, 2012

2011
Video and Image Processing with Self-Organizing Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2011

Fast Image Representation with GPU-Based Growing Neural Gas.
Proceedings of the Advances in Computational Intelligence, 2011

Fast Autonomous Growing Neural Gas.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011


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