Publications

Articles

    2018
  • A Survey on Deep Learning Techniques for Image and Video Semantic Segmentation. Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Victor Villena-Martinez, Pablo Martinez-Gonzalez, Jose Garcia-Rodriguez . Applied Soft Computing, 70 (2018) 41-65. https://doi.org/10.1016/j.asoc.2018.05.018 JCR IMPACT FACTOR: 3.907
  • Editorial: Special Issue on Machine Learning Methods for Vision and Robotics. Jose Garcia-Rodriguez, Isabelle Guyon, Sergio Escalera, Alexandra Psarrou, Andrew Lewis, Juxi Leitner. Expert Systems,vol 35, issue 2, 2018. https://doi.org/10.1111/exsy.12258 JCR IMPACT FACTOR: 1.43
  • Interactive 3D object recognition pipeline on mobile GPGPU computing platforms using low-cost RGB-D sensors. Alberto Garcia-Garcia, Sergio Orts-Escolano, Jose Garcia-Rodriguez, Miguel Cazorla. Journal of Real Time Image Processing, 14(3), 585-604 2018. http://dx.doi.org/doi:10.1007/10.1007/s11554-016-0607-x JCR IMPACT FACTOR: 1,574
  • Fast 2D/3D Object Representation with Growing Neural Gas. Anastassia Angelopoulou, Jose Garcia Rodriguez, Sergio Orts-Escolano, Gaurav Gupta, Alexandra Psarrou. Neural Computing and Applications, 29(10),903-919 (2018) http://dx.doi.org/doi:10.1007/s00521-016-2579-y JCR IMPACT FACTOR: 4.213
  • Bioinspired Point Cloud Representation: 3D object tracking. Sergio Orts-Escolano, Jose Garcia Rodriguez,Miguel Cazorla, Vicente Morell, Jorge Azorin, Marcelo Saval, Alberto Garcia-Garcia, Victor Villena. Neural Computing and Applications, 29(9) 663-672 (2018) http://dx.doi.org/doi:10.1007/s00521-016-2585-0 JCR IMPACT FACTOR: 4.213
  • Geoffrey: An Automated Schedule System on a Social Robot for the Intellectually Challenged. Edmanuel Cruz,Felix Escalona, Zuria Bauer, Miguel Cazorla, Jose Garcia-Rodriguez, Ester Martinez-Martin, Jose Carlos Rangel,and Francisco Gomez-Donoso. Computational Intelligence and Neuroscience, Volume 18, (2018) https://doi.org/10.1155/2018/4350272 JCR IMPACT FACTOR: 1.649
  • Finding the place: how to train and use convolutional neural networks for a dynamically learning robot. Edmanuel Cruz, Jose Carlos Rangel, Francisco Gomez-Donoso, Zuria Bauer, Miguel Cazorla and Jose Garcia-Rodriguez. International Joint Conference on Neural Networks IJCNN 2018: 3655-3670
  • A New Dataset and Performance Evaluation of Region-based CNN for Urban Object Detection. Alex Dominguez-Sanchez, Sergio Orts-Escolano, Jose Garcia-Rodriguez, Miguel Cazorla. International Joint Conference on Neural Networks IJCNN 2018: 4326-4333
  • The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions. Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Castro-Vargas, Sergio Orts-Escolano, Jose Garcia-Rodriguez. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018
  • Low Level Big Data Processing. Jaime Salvador-Meneses, Zoila Ruiz-Chavez and Jose Garcia-Rodriguez. 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KDIR 2018
  • Low Level Big Data Compression. Jaime Salvador-Meneses, Zoila Ruiz-Chavez and Jose Garcia-Rodriguez. 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KDIR 2018
  • A Compact Big Data Representation. Jaime Salvador-Meneses, Zoila Ruiz-Chavez and Jose Garcia-Rodriguez. 19th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2018)
  • Machine Learning Methods based Preprocessing to improve Categorical Data Classification. Zoila Ruiz-Chavez, Jaime Salvador-Meneses and Jose Garcia-Rodriguez. 19th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2018)
  • Data Pre-processing to apply Multiple Imputation techniques: A case study on real-world census data. Zoila Ruiz-Chavez, Jaime Salvador-Meneses and Jose Garcia-Rodriguez. 19th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2018)
  • 2017
  • A Study of the Effect of Noise and Occlusion on the Accuracy of Convolutional Neural Networks applied to 3D Object Recognition. Alberto García García, Jose García Rodríguez, Sergio Orts-Escolano, Sergiu Oprea, Francisco Gómez Donoso, Miguel Cazorla. Computer Vision and Image Understending, 64, 124-134 2017. https://doi.org/10.1016/j.cviu.2017.06.006. JCR IMPACT FACTOR: 2,391
  • A robotic platform for customized and interactive rehabilitation of persons with disabilities. Francisco Gomez-Donoso, Sergio Orts Escolano, Miguel Cazorla, Alberto Garcia-Garcia, Jose Garcia-Garcia, John A Castro-Vargas, Sergiu Ovidiu-Oprea. Pattern Recognition Letters, 99, 105-113 2017. http://dx.doi.org/10.1016/j.patrec.2017.05.027. JCR IMPACT FACTOR: 1,995
  • Automatic Selection of Molecular Descriptors using Random Forest: Application to Drug Discovery. Gaspar Cano, Jose Garcia-Rodriguez, Alberto Garcia-Garcia, Horacio Perez-Sanchez, Jon Atli Benediktsson, Anil Thapa, Alastair Barr. Expert Systems with Applications, 72 (2017) 151-159. http://dx.doi.org/doi:10.1016/j.eswa.2016.12.008 JCR IMPACT FACTOR: 3.928
  • A quantitative comparison of calibration methods for RGB-D sensors using different technologies. Victor Villena-Martinez, Andres Fuster-Guillo, Jorge Azorin-Lopez, Marcelo Saval-Calvo, Jeronimo Mora-Pascual, Jose Garcia-Rodriguez, Alberto Garcia-Garcia. Sensors 2017, 17(2), 243. http://dx.doi.org/doi:10.3390/s17020243 JCR IMPACT FACTOR: 2,033
  • Multi-sensor 3D Object Dataset for Object Recognition with Full Pose Estimation. Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, Jose Garcia-Rodriguez, Jorge Azorin-Lopez, Marcelo Saval-Calvo, Miguel Cazorla. Neural Computing and Applications, 28 (5) 941-952 (2017) http://dx.doi.org/doi:10.1007/s00521-016-2224-9 JCR IMPACT FACTOR: 4.213
  • Evaluation of sampling method effects in 3D non-rigid registration . Marcelo Saval-Calvo, Jorge Azorin-Lopez, Andres Fuster, Jose Garcia-Rodriguez, Sergio Orts-Escolano, Alberto Garcia-Garcia. Neural Computing and Applications, 28 (5) Pages 953-967 (2017) http://dx.doi.org/doi:10.1007/s00521-016-2258-z JCR IMPACT FACTOR: 4.213
  • Editorial: Special Issue on Computational Intelligence for Vision and Robotics. Jose Garcia-Rodriguez, Isabelle Guyon, Sergio Escalera, Alexandra Psarrou, Andrew Lewis, Miguel Cazorla. Neural Computing and Applications, 28 (5) 853-967 (2017) http://dx.doi.org/doi:10.1007/s00521-016-2330-8 JCR IMPACT FACTOR: 4.213
  • Constrained Self-Organizing Feature Map to Preserve Feature Extraction Topology . Jorge Azorin, Marcelo Saval, Andres Fuster, José García-Rodriguez, Higinio Mora. Neural Computing and Applications. 28(1), 439-459 (2017) http://dx.doi.org/doi:10.1007/s00521-016-2346-0 JCR IMPACT FACTOR: 4.213
  • Object recognition in noisy RGB-D data using GNG. Jose Carlos Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, Jose Garcia-Rodriguez. Pattern Analysis and Applications 20(4), 1061-1076(2017) http://dx.doi.org/doi:10.1007/s10044-016-0546-y JCR IMPACT FACTOR 1.281
  • Predicción de Solubilidad de Fármacos usando Máquinas de Soporte Vectorial sobre Unidades de Procesamiento Gráfico.Gaspar Cano, José García-Rodríguez, Sergio Orts, Alberto García-García, Jorge Peña-García, Alfonso Pérez-Garrido, Horacio Pérez-Sánchez.Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería (RIMNI) 33(1-2) 97-102 .http://dx.doi.org/10.1016/j.rimni.2015.12.001 (2017) JCR IMPACT FACTOR: 0,55
  • Meet Our Editorial Board Member. Jose Garcia-Rodriguez. Current Medical Imaging Reviews, 2017, Vol. 13, No. 3 1, JCR IMPACT FACTOR:0.613
  • A Review of Infrastructures to Process Big Multimedia Data. Jaime Salvador, Zoila Ruiz, Jose Garcia-Rodriguez. International Journal of Computer Vision and Image Processing, 7(3)(pages 54-64), 2017.
  • Automatic Learning Improves Human-Robot Interaction in Productive Environments: A Review. Mauricio Andres Zamora Hernandez, Eldon Caldwell Marin, Jose Garcia-Rodriguez, Jorge Azorin-Lopez, Miguel Cazorla. International Journal of Computer Vision and Image Processing, 7(3)(pages 65-75), 2017.
  • Classifying Behaviours in Videos with Recurrent Neural Networks. Javier ABellan, Alberto García-Garcia, Sergiu-Ovidiu Oprea, David Ivorra, Jose Garcia-Rodriguez. International Journal of Computer Vision and Image Processing, 7(4)(pages 1-15), 2017.
  • LonchaNet: A sliced-based CNN architecture for real-time 3D object recognition. Francisco Gomez-Donoso, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla. International Joing Conference on Neural Networks IJCNN 2017: 412-418
  • A recurrent neural network based Schaeffer gesture recognition system. Sergiu Oprea, Alberto Garcia-Garcia, José García Rodríguez, Sergio Orts-Escolano, Miguel Cazorla. International Joing Conference on Neural Networks IJCNN 2017: 425-431
  • Machine Learning Improves Human-Robot Interaction in Productive Environments: A Review. Mauricio Zamora, Eldon Caldwell, Jose Garcia-Rodriguez, Jorge Azorin-Lopez, and Miguel Cazorla. IWANN 2017, Part II, LNCS 10306, pp. 1-11, 2017. http://dx.doi.org/doi:10.1007/978-3-319-59147-6_25
  • Big Data Infrastructure: A Survey. Jaime Salvador, Zoila Ruiz, and Jose Garcia-Rodriguez. IWINAC 2017, Part II, LNCS 10338, pp. 1-10, 2017.http://dx.doi.org/doi:10.1007/978-3-319-59773-7_26
  • A Survey of Machine Learning Methods for Big Data. Zoila Ruiz, Jaime Salvador, and Jose Garcia-Rodriguez. IWINAC 2017, Part II, LNCS 10338, pp. 1-9, 2017.http://dx.doi.org/doi:10.1007/978-3-319-59773-7_27
  • Detecting and Manipulating Objects with a Social Robot: An Ambient Assisted Living Approach. John Alejandro Castro-Vargas, Alberto Garcia-Garcia, Sergiu Oprea, Sergio Orts-Escolano, Jose Garcia-Rodriguez. ROBOT 2017: Third Iberian Robotics Conference, Advances in Intelligent Sysems and Computing 693, https://doi.org/10.1007/978-3-319-70833-1_50
  • An exploratory critical review on assistive robotics applied to autism spectrum: employability challenges.Caldwell, E; Cazorla, M; Zamora, M.; García-Rodríguez, J.; Azorin-Lopez, J. 1st UK International Symposium on Industrial Engineering and Operations Management, 2017.
  • 2016
  • GNG based foot reconstruction for custom footwear manufacturing . Antonio Jimeno, José García Rodríguez, Sergio Orts, Miguel Davia. Computers in Industry,75 116-126 (2016) http://dx.doi.org/doi:10.1016/j.compind.2015.06.002 JCR IMPACT FACTOR: 1,287
  • 3DCOMET: 3D Compression Methods Test Dataset. Javier Navarrete, Vicente Morell, Miguel Cazorla, Diego Viejo, José García-Rodríguez, Sergio Orts-Escolano. Robotics and Autonomous Systems, Volume 75, Part B, January (2016), Pages 550-557 http://dx.doi.org/doi:10.1016/j.robot.2015.09.028 JCR IMPACT FACTOR: 1,256
  • Automatic Schaeffer's Gestures Recognition System. Francisco Gomez-Donoso, Miguel Cazorla, Alberto Garcia-Garcia, and Jose Garcia-Rodriguez. Expert Systems, 33(5): 480-488 (2016). http://dx.doi.org/doi:10.1111/exsy.12160, JCR IMPACT FACTOR 0.947
  • 3D surface reconstruction of noisy point clouds using Growing Neural Gas. Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla. Neural Processing Letters, 43(2): 401-423, 2016. http://dx.doi.org/doi:10.1007/s11063-015-9421-x JCR IMPACT FACTOR: 1.448.
  • A novel prediction method for early recognition of global human behaviour in image sequences. Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo, Jose Garcia-Rodriguez. Neural Processing Letters, 43(2): 363-387, 2016. http://dx.doi.org/doi:10.1007/s11063-015-9412-y JCR IMPACT FACTOR: 1.448.
  • Neural Networks for Vision and Robotics: Editorial. Jose Garcia-Rodriguez, Alexandra Psarrou, Andrew Lewis, Anastassia Angelopoulou, Miguel Cazorla. Neural Processing Letters, 43(2): 309-310, 2016. http://dx.doi.org/doi:10.1007/s11063-015-9435-4 JCR IMPACT FACTOR: 1.448.
  • Real Time Motion Estimation using a Neural Architecture Implemented on GPUs. Jose Garcia-Rodriguez, Sergio Orts-Escolano Anastassia Angelopoulou, Alexandra Psarrou, Jorge Azorin-Lopez and Juan Manuel Garcia-Chamizo. Journal of Real Time Image Processing, Volume 11, Issue 4, pp 731-749 2016. http://dx.doi.org/doi:10.1007/s11554-014-0417-y JCR IMPACT FACTOR: 2,020.
  • PointNet: A 3D Convolutional Neural Network for Real-Time Object Class Recognition.Alberto Garcia-Garcia, Francisco Gomez-Donoso, Jose Garcia-Rodriguez, Sergio Orts-Escolano, Miguel Cazorla and Jorge Azorin-Lopez. IEEE World Conference on Computational Intelligence WCCI 2016
  • Group Activity Description and Recognition based on Trajectory Analysis and Neural Networks. Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo, Jose Garcia-Rodriguez, Miguel Cazorla and Maria Teresa Signes-Pont. IEEE World Conference on Computational Intelligence WCCI 2016
  • Performance Evaluation of a Statistical and a Neural Network Model for Nonrigid Shape-Based Registration.Angelopoulou, A., Psarrou, A., Garcia-Rodriguez, J. and Mentzelopoulos, M. In: Sixt International Conference on Image Processing Theory, Tools and Applications: IPTA 2016, 12 to end of 15 Dec 2016, Finland. (In Press)
  • 2015
  • Model Reconstruction using Neural Gas Accelerated on GPU . Sergio Orts-Escolano, Jose Garcia-Rodriguez, Jose Antonio Serra-Perez, Antonio Jimeno-Morenilla, Alberto Garcia-Garcia, Vicente Morell, Miguel Cazorla. Applied Soft Computing (2015) Vol 32, 87-100. http://dx.doi.org/doi:10.1016/j.asoc.2015.03.042 JCR IMPACT FACTOR: 2,810.
  • Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC. Jorge Azorín, Marcelo Saval, Andrés Fuster, Jose Garcia-Rodriguez. Applied Soft Computing (2015).Vol 34, 572-586 http://dx.doi.org/doi:10.1016/j.asoc.2015.05.007 . JCR IMPACT FACTOR: 2,810.
  • SARASOM - A Supervised Architecture based on the Recurrent Associative SOM . David Gil, Jose Garcia-Rodriguez, Miguel Cazorla, Magnus Johnsson. Neural Computing and Applications 2015. Vol 26(5), pp 1103-1115 http://dx.doi.org/doi:10.1007/s00521-014-1785-8 JCR IMPACT FACTOR: 2.505.
  • Reconstruction of Medical Images from Slices Automatically Landmarked with Growing Neural Models. Anastassia Angelopoulou, Alexandra Psarrou, Jose Garcia-Rodriguez, Sergio Orts-Escolano, Jorge Azorin-Lopez and Kenneth Revett. Neurocomputing, 150(2015)16-25. http://dx.doi.org/doi:10.1016/j.neucom.2014.03.078 JCR IMPACT FACTOR: 2,083.
  • Descubrimiento de Fármacos con Cribado Virtual Refinado con Enfoques Neuronales Paralelos. Horacio Pérez, Gaspar Cano, José García, José Maria Cecilia. Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería (RIMNI) Volume 31, Issue 4, October-December 2015, Pages 207-211.http://dx.doi.org/10.1016/j.rimni.2014.06.004 JCR IMPACT FACTOR: 0,423
  • Real-time 3D semi-local surface patch extraction using GPGPU. Orts-Escolano, S.; Morell, V.; Garcia-Rodriguez, J.; Cazorla, M.; Fisher, B. Journal of Real-Time Image Processing, Volume 10, Issue 4, pp 647-666, 2015. http://dx.doi.org/doi:10.1007/s11554-013-0385-7. JCR IMPACT FACTOR: 2,020.
  • Support Vector Machine Prediction of Drug Solubility on GPUs. Gaspar Cano, José García Rodríguez, Sergio Orts-Escolano, Jorge Peña-García, Dharmendra Kumar-Yadav, Alfonso Pérez-Garrido, Horacio Pérez Sánchez. IWBBIO (2) 2015: 645-654.
  • Optimized Representation of 3D Sequences using Neural Networks. Sergio Orts Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla, Alberto Garcia-Garcia, Sergiu Ovidiu-Oprea. IWINAC 2015.
  • Object recognition in noisy RGB-D data. Jose Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts Escolano, Jose Garcia-Rodriguez .IWINAC 2015.
  • A Comparative Study of Downsampling Techniques for Non-rigid Point Set Registration using Color. Marcelo Saval-Calvo, Sergio Orts Escolano, Jorge Azorin-Lopez, Jose Garcia-Rodriguez, Andres Fuster-Guillo, Vicente Morell, Miguel Cazorla .IWINAC 2015.
  • Using GNG on 3D Object Recognition in Noisy RGB-D data. Jose Carlos Rangel, Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano and Jose Garcia-Rodriguez. IJCNN 2015.
  • Processing Point Cloud Sequences with Growing Neural Gas. Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla, Marcelo Saval-Calvo and Jorge Azorin. IJCNN 2015.
  • Non-rigid point set registration using color and data downsampling. Marcelo Saval-Calvo, Sergio Orts-Escolano, Jorge Azorin-Lopez, Jose Garcia-Rodriguez, Andres Fuster-Guillo, Vicente Morell-Gimenez and Miguel Cazorla. IJCNN 2015.
  • Self-Organizing Activity Description Map to Represent and Classify Human Behaviour. Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo, Jose Garcia-Rodriguez and Sergio Orts-Escolano. IJCNN 2015.
  • SIRVAMED: development of a comprehensive robotic system for monitoring and interaction for people with acquired brain damage and dependent people. Miguel Cazorla, José García-Rodríguez, JM Cañas Plaza, I García Varea, Vicente Matellán, F Martín Rico, Jesús Martínez-Gómez, FJ Rodríguez Lera, C Suarez Mejias, ME Martínez Sahuquillo. XVI Conference of Spanish Association on Artificial Intelligence (CAEPIA 2015)
  • 2014
  • A Review of 3D Registration Methods using RGB-D Sensors. Vicente Morell, Marcelo Saval, Jorge Azorin-Lopez, Jose Garcia-Rodriguez, Sergio Orts-Escolano, Miguel Cazorla and Andres Fuster. Sensors 2014, 14, 8547-8576; http://dx.doi.org/doi:10.3390/s140508547. JCR IMPACT FACTOR: 2,245.
  • Improving Drug Discovery using Hybrid Softcomputing Methods. Horacio Pérez-Sánchez, Gaspar Cano and José García-Rodríguez. Applied Soft Computing 20 (2014) 119-126. http://dx.doi.org/doi:10.1016/j.asoc.2013.10.033. JCR IMPACT FACTOR: 2,810.
  • Combining Visual Features and Growing Neural Gas Networks for Robotics 3D SLAM. Viejo, D.; Garcia-Rodriguez, J.; Cazorla, M. Information Sciences,Volume 276, Pages 174-185, 2014. http://dx.doi.org/doi:10.1016/j.ins.2014.02.053. JCR IMPACT FACTOR: 4,038.
  • Maps Representation Using GNG. Vicente Morell, Sergio Orts-Escolano, Miguel Cazorla and Jose Garcia-Rodriguez. Mathematical Problems in Engineering, vol 2014, 2014.http://dx.doi.org/10.1155/2014/972304 JCR IMPACT FACTOR: 0.762.
  • Geometric 3D Point Cloud Compression. Vicente Morell, Sergio Orts-Escolano, Miguel Cazorla and Jose Garcia-Rodriguez. Pattern Recognition Letters Volume 50, 1 December 2014, Pages 55-62. http://dx.doi.org/10.1016/j.patrec.2014.05.016 JCR IMPACT FACTOR: 1,551.
  • Improvement of Virtual Screening predictions using Computational Intelligence methods. Gaspar Cano, José García-Rodríguez and Horacio Pérez-Sánchez. Letters in Drug Design & Discovery, 11, 33-39, 2014. JCR IMPACT FACTOR: 0,770.
  • Parallel Computational Intelligence based Multi-Camera Surveillance System. Jose Garcia-Rodriguez, Sergio Orts-Escolano, Vicente Morell, Miguel Cazorla, Jorge Azorin-Lopez and Juan Manuel Garcia-Chamizo. J. Sens. Actuator Netw. 2014, 3, 95-112 http://dx.doi.org/10.3390/jsan3020095.
  • The Need for an Integrated Computational/Experimental Approach in the Discovery and Design of New Drugs.Pérez-Sánchez H, Cecilia JM, Imbernón-Tudela B, Pérez-Garrido A, Soto-Iniesta J, Timón-Pérez I, García-Rodríguez J, Cano G, Bueno-Crespo A and Vegara-Meseguer J. Drug Des 2014, 3:1. http://dx.doi.org/10.4172/2169-0138.1000e121.
  • 3D Colour Object Reconstruction based on Growing Neural Gas. Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla and Juan Manuel Garcia-Chamizo. International Joint Conference on Neural Networks. WCCI 2014. Beijin (China)
  • 3D Maps Representation using GNG. Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano and Jose Garcia-Rodriguez. International Joint Conference on Neural Networks. WCCI 2014. Beijin (China)
  • Registration methods for RGB-D cameras accelerated on GPUs. Javier Montoyo, Miguel Cazorla, Vicente Morell, Sergio Orts-Escolano and Jose Garcia-Rodriguez. ISR/ROBOTIK 2014
  • 2013
  • 3D-based reconstruction using growing neural gas landmark: application to rapid prototyping in shoe last manufacturing. A Jimeno-Morenilla, J García-Rodriguez, S Orts-Escolano, M Davia-Aracil. The International Journal of Advanced Manufacturing Technology, Volume 69, Issue 1-4, pp 657-668, 2013. JCR IMPACT FACTOR: 1,827
  • Efficient Tool Path Computation Using Multi-core GPUs. Vicente Morell, Antonio Jimeno, José García Rodríguez. Computers in Industry 64 (2013) 50-56. JCR IMPACT FACTOR: 1,709
  • Active Foreground Region Extraction and Tracking for Sports Video Annotation. Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou, José García-Rodríguez. Neural Process Lett. 37(1):33-46, 2013. JCR IMPACT FACTOR: 1,240
  • Natural User Interfaces in Volume Visualisation Using Microsoft Kinect. Anastassia Angelopoulou, Bharat Reddy, Jose Garcia-Rodriguez, Markos Mentzelopoulos, Sergio Orts. IEEE ICIAP-International Congress on Image Analysis an Processing, 2013.
  • 3D Gesture Recognition with Growing Neural Gas. Jose Antonio Serra-Perez, Jose Garcia-Rodriguez, Sergio Orts Escolano, Juan Manuel Garcia-Chamizo, Javier Montoyo-Bojo, Anastassia Angelopoulou, Alexandra Psarrou, Markos Mentzeopoulos and Andrew Lewis. IJCNN 2013.
  • A Semi-Parametric Approach for Football Video Annotation. Markos Mentzelopoulos, Alexandra Psarrou, Angelopoulou Anastassia and Jose Garcia Rodriguez. IJCNN 2013.
  • Adaptive Learning in Motion Analysis with Self-Organising Maps. Anastassia Angelopoulou, Jose Garcia-Rodriguez, Alexandra Psarrou, Gaurav Gupta and Markos Mentzelopoulos. IJCNN 2013.
  • Human Behaviour Recognition based on Trajectory Analysis using Neural Networks.Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo and Jose Garcia-Rodriguez.IJCNN 2013.
  • Improving Drug Discovery using a neural networks based parallel scoring functions. Horacio Perez-Sanchez,, Gines D. Guerrero,, Jose M. Garcia, Jorge Pena, Jose M. Cecilia, Gaspar Cano, Sergio Orts-Escolano and Jose Garcia-Rodriguez.IJCNN 2013.
  • Point Cloud Data Filtering and Downsampling using Growing Neural Gas. Orts-Escolano, S.; Morell, V.; Garcia-Rodriguez, J.; Cazorla, M. IJCNN 2013.
  • Improvement of virtual screening predictions using support vector machines.Cano, G.; Botía-Blaya, J.; Palma, J.; García-Rodríguez, J.; Pérez-Sánchez, H. International Conference Computational and Mathematical Methods in Science and Engineering 2013.
  • Model Probability in Self-organising Maps. Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Markos Mentzelopoulos, Gaurav Gupta. IWANN (2) 2013: 1-10
  • Improving 3D Keypoint Detection from Noisy Data Using Growing Neural Gas. José García Rodríguez, Miguel Cazorla, Sergio Orts-Escolano, Vicente Morell. IWANN (2) 2013: 480-487
  • Football Video Annotation Based on Player Motion Recognition Using Enhanced Entropy. Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou, José García Rodríguez. IWANN (2) 2013: 488-495
  • 3D Hand Pose Estimation with Neural Networks. Jose Antonio Serra, José García Rodríguez, Sergio Orts-Escolano, Juan Manuel García Chamizo, Anastassia Angelopoulou, Alexandra Psarrou, Markos Mentzelopoulos, Javier Montoyo-Bojo, Enrique Domínguez. IWANN (2) 2013: 504-512
  • 2012
  • A study of a soft computing based method for 3D scenario reconstruction. Diego Viejo, José García Rodríguez, Miguel Cazorla. Appl. Soft Comput. 12(10): 3158-3164, 2012. JCR IMPACT FACTOR: 2,140
  • GPGPU implementation of growing neural gas: Application to 3D scene reconstruction. Sergio Orts, Jose Garcia-Rodriguez, Diego Viejo, Miguel Cazorla, Vicente Morell. Journal of Parallel and Distributed Computing, Volume 72, Issue 10, Pages 1361-1372, 2012. JCR IMPACT FACTOR: 1,135
  • Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation.José García-Rodríguez, Anastassia Angelopoulou, Juan Manuel García-Chamizo, Alexandra Psarrou, Sergio Orts Escolano, Vicente Morell Giménez. Neural Networks, Volumen 32, Pages 196-208, 2012. JCR IMPACT FACTOR: 1,927
  • Using GNG to improve 3D features extraction - Application to 6DoF Egomotion. Diego Viejo, Jose Garcia, Miguel Cazorla. Neural Networks, Volume 32, Pages 138-146, 2012. JCR IMPACT FACTOR: 1,927
  • Multi-GPU Based Camera Network System Keeps Privacy using Growing Neural Gas. Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell-Gimenez, Jorge Azorin-Lopez and Juan Manuel Garcia-Chamizo. IJCNN 2012
  • Region Analysis through Close Contour Transformation using Growing Neural Gas. Gaurav Gupta, Alexandra Psarrou, Anastasia Angelopoulou and Jose Garcia Rodriguez. IJCNN 2012
  • A study of registration techniques for 6DoF SLAM. Morell, V.; Cazorla, M.; Viejo, D.; Orts, S.; García, J. International Conference of the Catalan Association of Artificial Intelligence 2012
  • 6DoF pose estimation using Growing Neural Gas Network. Sergio Orts, José García-Rodríguez, Diego Viejo, Miguel Cazorla, Vicente Morell, José Serra. 5th International Conference on Cognitive Systems, Cogsys 2012
  • 2011
  • Surveillance and human-computer interaction applications of self-growing models. José García Rodríguez, Juan Manuel García Chamizo. Appl. Soft Comput. 11(7): 4413-4431, 2011. JCR IMPACT FACTOR: 2,140
  • Fast Autonomous Growing Neural Gas. J. García-Rodríguez, A. Angelopoulou, S. Orts-Escolano, J.M. García-Chamizo and A. Psarrou. 2011 International Joint Conference on Neural Networks (IJCNN)
  • Using 3D GNG-Based Reconstruction for 6DoF Egomotion. Diego Viejo, Jose Garcia, Miguel Cazorla, David Gil and Magnus Johnsson. 2011 International Joint Conference on Neural Networks (IJCNN)
  • Predictions Tasks with Words and Sequences: Comparing a Novel Recurrent Architecture with the Elman Network. David Gil, Jose Garcia, Miguel Cazorla and Magnus Johnsson. 2011 International Joint Conference on Neural Networks (IJCNN)
  • Video and Image Processing with Self-Organizing Neural Networks. José García Rodríguez, Enrique Domínguez, Anastassia Angelopoulou, Alexandra Psarrou, Francisco José Mora-Gimeno, Sergio Orts, Juan Manuel García Chamizo.IWANN (2) 2011: 98-104
  • Visual Features Extraction Based Egomotion Calculation from a Infrared Time-of-Flight Camera. Diego Viejo, José García Rodríguez, Miguel Cazorla. IWANN (2) 2011: 9-16
  • Fast Image Representation with GPU-Based Growing Neural Gas. José García Rodríguez, Anastassia Angelopoulou, Vicente Morell, Sergio Orts, Alexandra Psarrou, Juan Manuel García Chamizo. IWANN (2) 2011: 58-65
  • 6DoF Egomotion Computing Using 3D GNG-Based Reconstruction. Diego Viejo, José García Rodríguez, Miguel Cazorla. IWANN (2) 2011: 50-57
  • Object Representation with Self-Organising Networks. Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez. IWANN (2) 2011: 244-251
  • A Growing Neural Gas Algorithm with Applications in Hand Modelling and Tracking. Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez. IWANN (2) 2011: 236-243
  • 2010
  • GNG Based Surveillance System. José García Rodríguez, Anastassia Angelopoulou, Juan Manuel García Chamizo, Alexandra Psarrou IJCNN 2010
  • Tracking Gestures using a Probabilistic Self-Organising Network. Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou IJCNN 2010
  • Hand Gesture Modelling and Tracking using a Self-Organising Network. Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou IJCNN 2010
  • 2009
  • Visual Surveillance of Objects Motion Using GNG. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo IWANN (2), 244-247, 2009
  • 2008
  • Hybrid GNG Architecture Learns Features in Images. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo HAIS, 451-457, 2008
  • Learning and Comparing Trajectories with a GNG-Based Architecture. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo DCAI, 644-652, 2008
  • Active-GNG: model acquisition and tracking in cluttered backgrounds. Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Gaurav Gupta VNBA, 17-22, 2008
  • 2007
  • Learning Topologic Maps with Growing Neural Gas. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo KES (2), 469-476, 2007
  • Adaptive Representation of Objects Topology Deformations with Growing Neural Gas. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo IWANN, 244-251, 2007
  • Nonparametric Modelling and Tracking with Active -GNG. Anastassia Angelopoulou, Alexandra Psarrou, Gaurav Gupta, José García Rodríguez ICCV-HCI, 98-107, 2007
  • Robust Modelling and Tracking of NonRigid Objects Using Active-GNG. Anastassia Angelopoulou, Alexandra Psarrou, Gaurav Gupta, José García Rodríguez ICCV, 1-7, 2007
  • Image Compression Using Growing Neural Gas. José García Rodríguez, Francisco Flórez Revuelta, Juan Manuel García Chamizo IJCNN, 366-370, 2007
  • 2006
  • Growing Neural Gas (GNG): A Soft Competitive Learning Method for 2D Hand Modelling. José García Rodríguez, Anastassia Angelopoulou, Alexandra Psarrou. IEICE Transactions, 89-D(7):2124-2131, 2006. JCR IMPACT FACTOR: 0.260
  • Automatically Building 2D Statistical Shapes Using the Topology Preservation Model GNG. José García Rodríguez, Anastassia Angelopoulou, Alexandra Psarrou, Kenneth Revett ACCV (1), 519-528, 2006
  • Learning 2D Hand Shapes Using the Topology Preservation Model GNG. Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou ECCV (1), 313-324, 2006
  • Measuring GNG Topology Preservation in Computer Vision Applications. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo KES (3), 424-431, 2006
  • Growing Neural Gas for Vision Tasks with Time Restrictions. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo ICANN (2), 578-586, 2006
  • 2005
  • Automatic landmark extraction using Growing Neural Gas (GNG). Anastassia Angelopoulou, José García Rodríguez, Alexandra Psarrou. MVA, 168-171, 2005
  • Automatic Landmarking of 2D Medical Shapes Using the Growing Neural Gas Network. Anastassia Angelopoulou, Alexandra Psarrou, José García Rodríguez, Kenneth Revett CVBIA, 210-219, 2005
  • Characterization and Synthesis of Objects Using Growing Neural Gas. José García Rodríguez, Francisco Flórez Revuelta, Juan Manuel García Chamizo, Antonio Hernández Sáez IWANN, 630-636, 2005
  • 2004
  • Geodesic Topographic Product: An Improvement to Measure Topology Preservation of Self-Organizing Neural Networks. Francisco Flórez Revuelta, Juan Manuel García Chamizo, José García Rodríguez, Antonio Hernández Sáez IBERAMIA, 841-850, 2004
  • 2003
  • Analysis of the Topology Preservation of Accelerated Growing Neural Gas in the Representation of Bidimensional Objects. Francisco Flórez Revuelta, Juan Manuel García Chamizo, José García Rodríguez, Antonio Hernández Sáez CAEPIA, 167-176, 2003
  • 2002
  • Hand Gesture Recognition Following the Dynamics of a Topology-Preserving Network. Francisco Flórez Revuelta, Juan Manuel García Chamizo, José García Rodríguez, Antonio Hernández Sáez FGR, 318-323, 2002
  • Representation of 2D Objects with a Topology Preserving Network. Francisco Flórez Revuelta, Juan Manuel García Chamizo, José García Rodríguez, Antonio Hernández Sáez PRIS, 267-276, 2002

Books

  • Advacements in Computer Vision and Image Processing. Editor: Jose Garcia Rodriguez, IGI Global, 2018.
  • Robotic Vision: Technologies for Machine Learning and Vision Applications. Editor: Jose Garcia Rodriguez/Miguel Cazorla, IGI Global, 2012.
  • A Survey of 3D Rigid Registration Methods for RGB-D Cameras. Vicente Morell, Marcelo Saval, Victor Villena, Jorge Azorin, Jose Garcia, Sergio Orts, Miguel Cazorla, Andres Fuster, In Advacements in Computer Vision and Image Processing. IGI Global, 2018.
  • Object Recognition Pipeline: Grasping in Domestic Environments. John Alejandro Castro, Alberto Garcia, Sergiu Oprea, Sergio Orts, Jose Garcia .In Advacements in Computer Vision and Image Processing, IGI Global, 2018.
  • Computer Vision Applications of Self-Organizing Neural Networks. José García-Rodríguez, Juan Manuel García-Chamizo, Sergio Orts-Escolano, Vicente Morell-Gimenez, José Antonio Serra-Pérez, Anatassia Angelolopoulou, Alexandra Psarrou, Miguel Cazorla, Diego Viejo. Robotic Vision: Technologies for Machine Learning and Vision Applications, IGI Global, 2012.
  • A review of registration methods on mobile robots. Vicente Morell-Gimenez, Sergio Orts-Escolano, José García-Rodríguez, Miguel Cazorla, Diego Viejo. Robotic Vision: Technologies for Machine Learning and Vision Applications, IGI Global, 2012.
  • Building Visual Surveillance Systems with Neural Networks. José García-Rodríguez, A. Angelopoulou, F.J. Mora-Gimeno and A. Psarrou. Computational Intelligence for Privacy and Security. Springer, Vol. 394, pp 181-198, 2012.
  • Self-organizing neural network model to represent objects and their movement in realistic scenes. José García Rodríguez. Lamberth Academic, 2009.
  • Representing Non-Rigid Objects with Neural Networks. José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García-Chamizo. In Encyclopedia of Artificial Intelligence / Juan R. Rabuñal; Julian Dorado; Alejandro Pazos Sierra / Information Science Reference Autores, pp: 1363- 1369, 2008
  • Robot Navigation Using Parameterized Growing Neural Gas that Learns Topologic Maps Autores. Jose Garcia-Rodriguez, Francisco Florez-Revuelta, and Juan Manuel Garcia-Chamizo. En Robot Vision: Strategies, Algorithms and Motion Planning. Nova Publishers, pp: 60-73, 2008