Sergio Orts

According to our database1, Sergio Orts
  • authored at least 47 papers between 2011 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

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

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

Interactive light source position estimation for augmented reality with an RGB-D camera.
Journal of Visualization and Computer Animation, 2017

Large-scale Multiview 3D Hand Pose Dataset.
CoRR, 2017

A Review on Deep Learning Techniques Applied to Semantic Segmentation.
CoRR, 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 and Autonomous Systems, 2016

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

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

GNG based foot reconstruction for custom footwear manufacturing.
Computers in Industry, 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 Processing, 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 Recognition Letters, 2014

Parallel Computational Intelligence-Based Multi-Camera Surveillance System.
J. Sensor and 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
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

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 Distrib. 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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