| 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 | 1023* | 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 | 140 | 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 | 62 | 2002 |
| Geometric 3D point cloud compression V Morell, S Orts, M Cazorla, J Garcia-Rodriguez Pattern Recognition Letters 50, 55-62, 2014 | 60 | 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 | 59 | 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 | 45 | 2017 |
| Point cloud data filtering and downsampling using growing neural gas S Orts-Escolano, V Morell, J Garcia-Rodriguez, M Cazorla The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 41 | 2013 |
| 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 | 37 | 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 | 33 | 2011 |
| 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 | 27 | 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 | 26 | 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 | 24 | 2015 |
| 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 | 24 | 2012 |
| Representation of 2D objects with a topology preserving network F Flórez-Revuelta, JM García-Chamizo, J Garcia-Rodriguez, ... | 24 | 2002 |
| Unrealrox: an extremely photorealistic virtual reality environment for robotics simulations and synthetic data generation P Martinez-Gonzalez, S Oprea, A Garcia-Garcia, A Jover-Alvarez, ... Virtual Reality, 1-18, 2019 | 23 | 2019 |
| A quantitative comparison of calibration methods for RGB-D sensors using different technologies V Villena-Martínez, A Fuster-Guilló, J Azorín-López, M Saval-Calvo, ... Sensors 17 (2), 243, 2017 | 20 | 2017 |
| 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 | 20 | 2016 |
| Improving drug discovery using hybrid softcomputing methods H Pérez-Sánchez, G Cano, J García-Rodríguez Applied Soft Computing 20, 119-126, 2014 | 20 | 2014 |
| Human behaviour recognition based on trajectory analysis using neural networks J Azorín-López, M Saval-Calvo, A Fuster-Guilló, J García-Rodríguez The 2013 International Joint Conference on Neural Networks (IJCNN), 1-7, 2013 | 19 | 2013 |
| 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 | 19 | 2007 |
Sergio Orts-EscolanoResearch Scientist, GoogleVerified email at google.com
