J. G. Rodríguez

发表

A Review on Deep Learning Techniques Applied to Semantic Segmentation pdf

José García Rodríguez, Sergio Orts, Alberto Garcia-Garcia, 2017, ArXiv.

Real time motion estimation using a neural architecture implemented on GPUs

J. A. López, Sergio Orts, J. G. Rodríguez, 2016, Journal of Real-Time Image Processing.

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

Alberto Garcia-Garcia, Sergio Orts, J. G. Rodríguez, 2018, Journal of Real-Time Image Processing.

Characterization and Synthesis of Objects Using Growing Neural Gas

José García Rodríguez, Juan Manuel García Chamizo, Francisco Flórez-Revuelta, 2005, IWANN.

3D model reconstruction using neural gas accelerated on GPU

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2015, Appl. Soft Comput..

A recurrent neural network based Schaeffer gesture recognition system

José García Rodríguez, Sergio Orts, Miguel Cazorla, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

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

José García Rodríguez, Sergio Orts, Victor Villena-Martinez, 2018, Appl. Soft Comput..

Automatic selection of molecular descriptors using random forest: Application to drug discovery

Jon Atli Benediktsson, José García Rodríguez, Alberto Garcia-Garcia, 2017, Expert Syst. Appl..

GNG based foot reconstruction for custom footwear manufacturing

José García Rodríguez, Sergio Orts, Antonio Jimeno-Morenilla, 2016, Comput. Ind..

Fast Autonomous Growing Neural Gas

José García Rodríguez, Juan Manuel García Chamizo, Vicente Morell, 2011, The 2011 International Joint Conference on Neural Networks.

Fast Image Representation with GPU-Based Growing Neural Gas

José García Rodríguez, Juan Manuel García Chamizo, Vicente Morell, 2011, IWANN.

Surveillance and human-computer interaction applications of self-growing models

José García Rodríguez, Juan Manuel García Chamizo, J. G. Rodríguez, 2011, Appl. Soft Comput..

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

José García Rodríguez, Miguel Cazorla, Sergio Orts, 2017, Neural Computing and Applications.

A Quantitative Comparison of Calibration Methods for RGB-D Sensors Using Different Technologies

José García Rodríguez, Jerónimo Mora Pascual, Andrés Fuster Guilló, 2017, Sensors.

Machine Learning Methods Based Preprocessing to Improve Categorical Data Classification

José García Rodríguez, Zoila Ruiz-Chavez, Jaime Salvador-Meneses, 2018, IDEAL.

3DCOMET: 3D compression methods test dataset

Diego Viejo, José García Rodríguez, Miguel Cazorla, 2016, Robotics Auton. Syst..

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

José García Rodríguez, Brayan S. Zapata-Impata, Sergio Orts, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

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

José García Rodríguez, Juan Manuel García Chamizo, Vicente Morell, 2012, Neural Networks.

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

José García Rodríguez, Kenneth Revett, Sergio Orts, 2015, Neurocomputing.

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

José García Rodríguez, Miguel Cazorla, Sergio Orts, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Semantic visual recognition in a cognitive architecture for social robots

José García Rodríguez, Miguel Cazorla, Francisco Gomez-Donoso, 2020, Integr. Comput. Aided Eng..

Deep learning-based visual control assistant for assembly in Industry 4.0

Jorge Azorín López, John Alejandro Castro-Vargas, Mauricio-Andrés Zamora-Hernández, 2021, Comput. Ind..

Interaction Estimation in Egocentric Videos via Simultaneous Hand-Object Recognition

John Alejandro Castro-Vargas, Sergiu Oprea, Pablo Martinez-Gonzalez, 2021, SOCO.

Group activity description and recognition based on trajectory analysis and neural networks

José García Rodríguez, Andrés Fuster Guilló, Jorge Azorín López, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Object recognition in noisy RGB-D data using GNG

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2017, Pattern Analysis and Applications.

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

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Combining visual features and Growing Neural Gas networks for robotic 3D SLAM

Diego Viejo, José García Rodríguez, Miguel Cazorla, 2014, Inf. Sci..

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

Diego Viejo, José García Rodríguez, Miguel Cazorla, 2012, J. Parallel Distributed Comput..

A study of a soft computing based method for 3D scenario reconstruction

Diego Viejo, José García Rodríguez, Miguel Cazorla, 2012, Appl. Soft Comput..

Using GNG to improve 3D feature extraction - Application to 6DoF egomotion

Diego Viejo, José García Rodríguez, Miguel Cazorla, 2012, Neural Networks.

Using 3D GNG-based reconstruction for 6DoF egomotion

Diego Viejo, José García Rodríguez, Miguel Cazorla, 2011, The 2011 International Joint Conference on Neural Networks.

Tracking gestures using a probabilistic Self-Organising network

José García Rodríguez, Gaurav Gupta, Alexandra Psarrou, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Hand gesture modelling and tracking using a Self-Organising Network

José García Rodríguez, Gaurav Gupta, Alexandra Psarrou, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Visual Surveillance of Objects Motion Using GNG

José García Rodríguez, Juan Manuel García Chamizo, Francisco Flórez-Revuelta, 2009, IWANN.

Representing Non-Rigid Objects with Neural Networks

José García Rodríguez, Juan Manuel García Chamizo, Francisco Flórez-Revuelta, 2009, Encyclopedia of Artificial Intelligence.

Learning 2D Hand Shapes Using the Topology Preservation Model GNG

José García Rodríguez, Alexandra Psarrou, Anastassia Angelopoulou, 2006, ECCV.

Automatically Building 2D Statistical Shapes Using the Topology Preservation Model GNG

José García Rodríguez, Kenneth Revett, Alexandra Psarrou, 2006, ACCV.

Automatic Landmarking of 2D Medical Shapes Using the Growing Neural Gas Network

José García Rodríguez, Kenneth Revett, Alexandra Psarrou, 2005, CVBIA.

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

José García Rodríguez, Sergio Orts, Andrés Fuster Guilló, 2017, Neural Computing and Applications.

Real-time 3D semi-local surface patch extraction using GPGPU

Robert B. Fisher, José García Rodríguez, Miguel Cazorla, 2015, Journal of Real-Time Image Processing.

Parallel Computational Intelligence-Based Multi-Camera Surveillance System

José García Rodríguez, Miguel Cazorla, Juan Manuel García Chamizo, 2014, J. Sens. Actuator Networks.

POSEIDON: A Data Augmentation Tool for Small Object Detection Datasets in Maritime Environments

J. G. Rodríguez, Benjamin Kiefer, Pablo Ruiz-Ponce, 2023, Sensors.

A Survey of Machine Learning Methods for Big Data

José García Rodríguez, Zoila Ruiz, Jaime Salvador, 2017, IWINAC.

Geometric 3D point cloud compression

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2014, Pattern Recognit. Lett..

Point cloud data filtering and downsampling using growing neural gas

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Artificial Intelligence for Videogames with Deep Learning

J. G. Rodríguez, Alberto García García, 2019 .

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

José García Rodríguez, Sergio Orts, Francisco Gomez-Donoso, 2017, Comput. Vis. Image Underst..

Hand Gesture Recognition Following the Dynamics of a Topology-Preserving Network

Antonio Hernández Sáez, J. G. Rodríguez, Francisco Flórez-Revuelta, 2002, FGR.

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

José García Rodríguez, Sergio Orts, Alberto Garcia-Garcia, 2019, Comput. Graph..

A Survey of Alzheimer’s Disease Early Diagnosis Methods for Cognitive Assessment

José García Rodríguez, Vasileios Argyriou, Anastassia Angelopoulou, 2020, Sensors.

Predicting Human-Object Interactions in Egocentric Videos

John Alejandro Castro-Vargas, Sergiu Oprea, J. G. Rodríguez, 2022, 2022 International Joint Conference on Neural Networks (IJCNN).

Machine Learning Improves Human-Robot Interaction in Productive Environments: A Review

José García Rodríguez, Miguel Cazorla, Jorge Azorín López, 2017, IWANN.

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

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2014, Sensors.

ToolSet: A Real-Synthetic Manufacturing Tools and Accessories Dataset

José García Rodríguez, Jorge Azorín López, John Alejandro Castro-Vargas, 2020, SOCO.

Live TV Streaming Latency Measurement Using YOLO

Miguel Angel de Miguel Cabello, J. G. Rodríguez, Miguel Jose Esteve Brotons, 2022, IWINAC.

Landslide Prediction with Machine Learning and Time Windows

Christian Mejía Escobar, Byron Guerrero Rodríguez, J. G. Rodríguez, 2022, IWINAC.

Challenges for Monocular 6D Object Pose Estimation in Robotics

M. Vincze, J. G. Rodríguez, Dominik Bauer, 2023, ArXiv.

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

José García Rodríguez, Sergio Orts, Alberto Garcia-Garcia, 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Real time motion estimation using a neural architecture implemented on GPUs

José García Rodríguez, Juan Manuel García Chamizo, Sergio Orts, 2016, Journal of Real-Time Image Processing.

Non-rigid point set registration using color and data downsampling

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

A Novel Prediction Method for Early Recognition of Global Human Behaviour in Image Sequences

José García Rodríguez, Andrés Fuster Guilló, Jorge Azorín López, 2016, Neural Processing Letters.

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

José García Rodríguez, Miguel Cazorla, José María Cañas, 2020, Pattern Recognit. Lett..

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

José García Rodríguez, Alberto Garcia-Garcia, John Alejandro Castro-Vargas, 2019, ROBOT.

Self-supervised Vision Transformers for 3D Pose Estimation of Novel Objects

M. Vincze, J. G. Rodríguez, S. Thalhammer, 2023, Image Vis. Comput..

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

José García Rodríguez, Miguel Cazorla, Sergio Orts, 2016, Journal of Real-Time Image Processing.

Bioinspired point cloud representation: 3D object tracking

José García Rodríguez, Vicente Morell, Sergio Orts, 2016, Neural Computing and Applications.

Processing point cloud sequences with Growing Neural Gas

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Compressed kNN: K-Nearest Neighbors with Data Compression

José García Rodríguez, Zoila Ruiz-Chavez, Jaime Salvador-Meneses, 2019, Entropy.

A semi-parametric approach for football video annotation

José García Rodríguez, Alexandra Psarrou, Anastassia Angelopoulou, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Football Video Annotation Based on Player Motion Recognition Using Enhanced Entropy

José García Rodríguez, Alexandra Psarrou, Anastassia Angelopoulou, 2013, IWANN.

IA-CPS: Intelligent architecture for cyber-physical systems management

Andrés Fuster Guilló, Jorge Azorín López, Higinio Mora Mora, 2021, J. Comput. Sci..

Improving drug discovery using hybrid softcomputing methods

José García Rodríguez, Horacio Emilio Pérez Sánchez, Gaspar Cano, 2014, Appl. Soft Comput..

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

José García Rodríguez, Miguel Cazorla, Vicente Morell, 2016, Neural Processing Letters.

Natural User Interfaces in Volume Visualisation Using Microsoft Kinect

Andrew Lewis, José García Rodríguez, Sergio Orts, 2013, ICIAP Workshops.

Measuring GNG Topology Preservation in Computer Vision Applications

José García Rodríguez, Juan Manuel García Chamizo, Francisco Flórez-Revuelta, 2006, KES.

Synthetic contact maps to predict grasp regions on objects

Sergio Orts, Sergiu Oprea, J. G. Rodríguez, 2022, IEEE International Joint Conference on Neural Network.

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

José García Rodríguez, Miguel Cazorla, Sergio Orts, 2017, Pattern Recognit. Lett..

Deep Learning-Based Dementia Prediction Using Multimodal Data

J. G. Rodríguez, Pablo Ruiz-Ponce, David Ortiz-Perez, 2022, Soft Computing Models in Industrial and Environmental Applications.