José García Rodríguez

According to our database1, José García Rodríguez
  • authored at least 98 papers between 2002 and 2017.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2017
A Quantitative Comparison of Calibration Methods for RGB-D Sensors Using Different Technologies.
Sensors, 2017

Evaluation of sampling method effects in 3D non-rigid registration.
Neural Computing and Applications, 2017

Editorial: special issue on computational intelligence for vision and robotics.
Neural Computing and Applications, 2017

Multi-sensor 3D object dataset for object recognition with full pose estimation.
Neural Computing and Applications, 2017

Automatic selection of molecular descriptors using random forest: Application to drug discovery.
Expert Syst. Appl., 2017

Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC.
CoRR, 2017

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

Big Data Infrastructure: A Survey.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

A Survey of Machine Learning Methods for Big Data.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Machine Learning Improves Human-Robot Interaction in Productive Environments: A Review.
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
3DCOMET: 3D compression methods test dataset.
Robotics and Autonomous Systems, 2016

Editorial: Neural Processing Letters Special Issue on "Neural Networks for Vision and Robotics".
Neural Processing Letters, 2016

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

A Novel Prediction Method for Early Recognition of Global Human Behaviour in Image Sequences.
Neural Processing Letters, 2016

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

Automatic Schaeffer's gestures recognition system.
Expert Systems, 2016

GNG based foot reconstruction for custom footwear manufacturing.
Computers in Industry, 2016

Performance evaluation of a statistical and a neural network model for nonrigid shape-based registration.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Group activity description and recognition based on trajectory analysis and neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

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

2015
SARASOM: a supervised architecture based on the recurrent associative SOM.
Neural Computing and Applications, 2015

Real-time 3D semi-local surface patch extraction using GPGPU - Application to 3D object recognition.
J. Real-Time Image Processing, 2015

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

Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC.
Appl. Soft Comput., 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 Recognition Letters, 2014

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

Combining visual features and Growing Neural Gas networks for robotic 3D SLAM.
Inf. Sci., 2014

Improving drug discovery using hybrid softcomputing methods.
Appl. Soft Comput., 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
Active Foreground Region Extraction and Tracking for Sports Video Annotation.
Neural Processing Letters, 2013

Efficient tool path computation using multi-core GPUs.
Computers in Industry, 2013

3D Hand Pose Estimation with Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2013

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

Football Video Annotation Based on Player Motion Recognition Using Enhanced Entropy.
Proceedings of the Advances in Computational Intelligence, 2013

Model Probability in Self-organising Maps.
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

A semi-parametric approach for football video annotation.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Human behaviour recognition based on trajectory analysis using neural networks.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Adaptive learning in motion analysis with self-organising maps.
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

2012
Building Visual Surveillance Systems with Neural Networks.
Proceedings of the Computational Intelligence for Privacy and Security, 2012

Using GNG to improve 3D feature extraction - Application to 6DoF egomotion.
Neural Networks, 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 Distrib. Comput., 2012

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

Region analysis through close contour transformation 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
Surveillance and human-computer interaction applications of self-growing models.
Appl. Soft Comput., 2011

6DoF Egomotion Computing Using 3D GNG-Based Reconstruction.
Proceedings of the Advances in Computational Intelligence, 2011

Visual Features Extraction Based Egomotion Calculation from a Infrared Time-of-Flight Camera.
Proceedings of the Advances in Computational Intelligence, 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

Object Representation with Self-Organising Networks.
Proceedings of the Advances in Computational Intelligence, 2011

A Growing Neural Gas Algorithm with Applications in Hand Modelling and Tracking.
Proceedings of the Advances in Computational Intelligence, 2011

Using 3D GNG-based reconstruction for 6DoF egomotion.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

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

Predictions tasks with words and sequences: Comparing a novel recurrent architecture with the Elman network.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
GNG based surveillance system.
Proceedings of the International Joint Conference on Neural Networks, 2010

Hand gesture modelling and tracking using a Self-Organising Network.
Proceedings of the International Joint Conference on Neural Networks, 2010

Tracking gestures using a probabilistic Self-Organising network.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Representing Non-Rigid Objects with Neural Networks.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Visual Surveillance of Objects Motion Using GNG.
Proceedings of the Distributed Computing, 2009

2008
Active-GNG: model acquisition and tracking in cluttered backgrounds.
Proceedings of the 1st ACM Workshop on Vision Networks for Behavior Analysis, 2008

Hybrid GNG Architecture Learns Features in Images.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Learning and Comparing Trajectories with a GNG-Based Architecture.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008

2007
Learning Topologic Maps with Growing Neural Gas.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Adaptive Representation of Objects Topology Deformations with Growing Neural Gas.
Proceedings of the Computational and Ambient Intelligence, 2007

Image Compression Using Growing Neural Gas.
Proceedings of the International Joint Conference on Neural Networks, 2007

Nonparametric Modelling and Tracking with Active -GNG.
Proceedings of the Human-Computer Interaction, 2007

Robust Modelling and Tracking of NonRigid Objects Using Active-GNG.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Growing Neural Gas (GNG): A Soft Competitive Learning Method for 2D Hand Modelling.
IEICE Transactions, 2006

Measuring GNG Topology Preservation in Computer Vision Applications.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Growing Neural Gas for Vision Tasks with Time Restrictions.
Proceedings of the Artificial Neural Networks, 2006

Learning 2D Hand Shapes Using the Topology Preservation Model GNG.
Proceedings of the Computer Vision, 2006

Automatically Building 2D Statistical Shapes Using the Topology Preservation Model GNG.
Proceedings of the Computer Vision, 2006

2005
Automatic landmark extraction using Growing Neural Gas (GNG).
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Characterization and Synthesis of Objects Using Growing Neural Gas.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Automatic Landmarking of 2D Medical Shapes Using the Growing Neural Gas Network.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Geodesic Topographic Product: An Improvement to Measure Topology Preservation of Self-Organizing Neural Networks.
Proceedings of the Advances in Artificial Intelligence, 2004

2003
Analysis of the Topology Preservation of Accelerated Growing Neural Gas in the Representation of Bidimensional Objects.
Proceedings of the Current Topics in Artificial Intelligence, 2003

2002
Representation of 2D Objects with a Topology Preserving Network.
Proceedings of the Pattern Recognition in Information Systems, 2002

Hand Gesture Recognition Following the Dynamics of a Topology-Preserving Network.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002


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