José García-Rodríguez
José García-Rodríguez
Professor of Computer Science, University of Alicante (Spain)
Verified email at - Homepage
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A survey on deep learning techniques for image and video semantic segmentation
A Garcia-Garcia, S Orts-Escolano, S Oprea, V Villena-Martinez, ...
Applied Soft Computing 70, 41-65, 2018
Pointnet: A 3d convolutional neural network for real-time object class recognition
A Garcia-Garcia, F Gomez-Donoso, J Garcia-Rodriguez, S Orts-Escolano, ...
2016 International Joint Conference on Neural Networks (IJCNN), 1578-1584, 2016
Hand gesture recognition following the dynamics of a topology-preserving network
F Flórez, JM García, J García, A Hernández
Proceedings of Fifth IEEE International Conference on Automatic Face Gesture …, 2002
Geometric 3D point cloud compression
V Morell, S Orts, M Cazorla, J Garcia-Rodriguez
Pattern Recognition Letters 50, 55-62, 2014
Automatic selection of molecular descriptors using random forest: Application to drug discovery
G Cano, J Garcia-Rodriguez, A Garcia-Garcia, H Perez-Sanchez, ...
Expert Systems with Applications 72, 151-159, 2017
Lonchanet: A sliced-based cnn architecture for real-time 3d object recognition
F Gomez-Donoso, A Garcia-Garcia, J Garcia-Rodriguez, S Orts-Escolano, ...
2017 International Joint Conference on Neural Networks (IJCNN), 412-418, 2017
Automatic landmarking of 2D medical shapes using the growing neural gas network
A Angelopoulou, A Psarrou, JG Rodríguez, K Revett
International Workshop on Computer Vision for Biomedical Image Applications …, 2005
Surveillance and human–computer interaction applications of self-growing models
J García-Rodríguez, JM García-Chamizo
Applied Soft Computing 11 (7), 4413-4431, 2011
Point cloud data filtering and downsampling using growing neural gas
S Orts-Escolano, V Morell, J García-Rodríguez, M Cazorla
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
A comparative study of registration methods for RGB-D video of static scenes
V Morell-Gimenez, M Saval-Calvo, J Azorin-Lopez, J Garcia-Rodriguez, ...
Sensors 14 (5), 8547-8576, 2014
Autonomous growing neural gas for applications with time constraint: optimal parameter estimation
J GarcíA-RodríGuez, A Angelopoulou, JM GarcíA-Chamizo, A Psarrou, ...
Neural Networks 32, 196-208, 2012
Representation of 2D objects with a topology preserving network
F Flórez-Revuelta, JM García-Chamizo, J Garcia-Rodriguez, ...
Using GNG to improve 3D feature extraction—Application to 6DoF egomotion
D Viejo, J Garcia, M Cazorla, D Gil, M Johnsson
Neural Networks 32, 138-146, 2012
3D reconstruction of medical images from slices automatically landmarked with growing neural models
A Angelopoulou, A Psarrou, J Garcia-Rodriguez, S Orts-Escolano, ...
Neurocomputing 150, 16-25, 2015
Improving drug discovery using hybrid softcomputing methods
H Pérez-Sánchez, G Cano, J García-Rodríguez
Applied Soft Computing 20, 119-126, 2014
Image compression using growing neural gas
J García-Rodríguez, F Flórez-Revuelta, JM García-Chamizo
2007 International Joint Conference on Neural Networks, 366-370, 2007
Learning 2D Hand Shapes Using the Topology Preservation Model GNG
A Angelopoulou, JG Rodríguez, A Psarrou
European Conference on Computer Vision, 313-324, 2006
3D surface reconstruction of noisy point clouds using growing neural gas: 3D object/scene reconstruction
S Orts-Escolano, J Garcia-Rodriguez, V Morell, M Cazorla, JAS Perez, ...
Neural Processing Letters 43 (2), 401-423, 2016
Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC
M Saval-Calvo, J Azorin-Lopez, A Fuster-Guillo, J Garcia-Rodriguez
Applied Soft Computing 34, 572-586, 2015
Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors
A Garcia-Garcia, S Orts-Escolano, J Garcia-Rodriguez, M Cazorla
Journal of Real-Time Image Processing 14 (3), 585-604, 2018
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Articles 1–20