Publications by the researcher in collaboration with JUAN MANUEL GARCIA CHAMIZO (26)

2016

  1. Real time motion estimation using a neural architecture implemented on GPUs

    Journal of Real-Time Image Processing, Vol. 11, Núm. 4, pp. 731-749

2014

  1. 3D Colour Object Reconstruction based on Growing Neural Gas

    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

  2. 3D colour object reconstruction based on Growing Neural Gas

    Proceedings of the International Joint Conference on Neural Networks

  3. Parallel computational intelligence-based multi-camera surveillance system

    Journal of Sensor and Actuator Networks, Vol. 3, Núm. 2, pp. 95-112

2013

  1. 3D gesture recognition with growing neural gas

    Proceedings of the International Joint Conference on Neural Networks

  2. 3D hand pose estimation with neural networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012

  1. Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation

    Neural Networks, Vol. 32, pp. 196-208

  2. Computer vision applications of self-organizing neural networks

    Robotic Vision: Technologies for Machine Learning and Vision Applications (IGI Global), pp. 129-138

  3. Multi-GPU based camera network system keeps privacy using growing neural gas

    Proceedings of the International Joint Conference on Neural Networks

2011

  1. Fast autonomous growing neural gas

    Proceedings of the International Joint Conference on Neural Networks

  2. Fast image representation with GPU-based growing neural gas

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Surveillance and human-computer interaction applications of self-growing models

    Applied Soft Computing Journal, Vol. 11, Núm. 7, pp. 4413-4431

  4. Video and image processing with self-organizing neural networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010

  1. GNG based surveillance system

    Proceedings of the International Joint Conference on Neural Networks

2009

  1. Learning and Comparing Trajectories with a GNG-Based Architecture

    INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE 2008

  2. Learning and comparing trajectories with a GNG-based architecture

    Advances in Soft Computing

  3. Robot navigation using parameterized growing neural gas that learns topologic maps

    Robot Vision: Strategies, Algorithms and Motion Planning (Nova Science Publishers, Inc.), pp. 171-183

  4. Visual surveillance of objects motion using GNG

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2008

  1. Hybrid GNG architecture learns features in images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2007

  1. Adaptive representation of objects topology deformations with growing neural gas

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)