Publicaciones (36) Publicaciones de Ramon Moreno Jimenez

2023

  1. A Deep Learning Ensemble for Ultrasonic Weld Quality Control

    Lecture Notes in Networks and Systems

2021

  1. Advances in multi-process hybrid production cells for rapid individualised laser-based production

    Applied Sciences (Switzerland), Vol. 11, Núm. 4, pp. 1-18

2020

  1. Deep Learning Based Algorithms for Welding Edge Points Detection

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

  2. Time Series Clustering for Knowledge Discovery on Metal Additive Manufacturing

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

2019

  1. Implementation and Testing of a Modular System Architecture for Generic Hybrid Production Cells in an Industrial Environment

    IECON Proceedings (Industrial Electronics Conference)

  2. Mass production quality control of welds based on image processing and deep learning in safety components industry

    Proceedings of SPIE - The International Society for Optical Engineering

  3. One Dimensional Fourier Transform on Deep Learning for Industrial Welding Quality Control

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

  4. Time Series Display for Knowledge Discovery on Selective Laser Melting Machines

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

  5. Towards Automatic Crack Detection by Deep Learning and Active Thermography

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

2014

  1. A machine learning based intelligent vision system for autonomous object detection and recognition

    Applied Intelligence, Vol. 40, Núm. 2, pp. 358-375

  2. Extreme learning machines for soybean classification in remote sensing hyperspectral images

    Neurocomputing, Vol. 128, pp. 207-216

  3. Segmentation of hyperspectral images by tuned chromatic watershed

    Advances in Intelligent Systems and Computing, Vol. 234, pp. 103-113

2013

  1. Visual detection in linked multi-component robotic systems

    Robotics: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 1516-1532

2012

  1. A hybrid gradient for n-dimensional images through hyperspherical coordinates

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

  2. A robust color watershed transformation and image segmentation defined on RGB spherical coordinates

    Robotic Vision: Technologies for Machine Learning and Vision Applications (IGI Global), pp. 112-128

  3. About gradient operators on hyperspectral images

    ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods

  4. Hyperspectral image segmentation by t-watershed and hyperspherical coordinates

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 2114-2121

  5. Image segmentation on spherical coordinate representation of RGB colour space

    IET Image Processing, Vol. 6, Núm. 9, pp. 1275-1283

  6. Spherical coordinates framed RGB color space dichromatic reflection model based image segmentation: Application to wildland fires' outlines extraction

    2012 3rd International Conference on Image Processing Theory, Tools and Applications, IPTA 2012

  7. Visual detection in linked multi-component robotic systems

    Robotic Vision: Technologies for Machine Learning and Vision Applications (IGI Global), pp. 78-97