Publications (12) Publications de JAVIER SANCHEZ SORIANO

2024

  1. An Urban Traffic Dataset Composed of Visible Images and Their Semantic Segmentation Generated by the CARLA Simulator

    Data, Vol. 9, Núm. 1

2023

  1. Automatic Real-Time Creation of Three-Dimensional (3D) Representations of Objects, Buildings, or Scenarios Using Drones and Artificial Intelligence Techniques

    Drones, Vol. 7, Núm. 8

  2. Implementation of an Edge-Computing Vision System on Reduced-Board Computers Embedded in UAVs for Intelligent Traffic Management

    Drones, Vol. 7, Núm. 11

  3. Optimization Algorithm to Reduce Training Time for Deep Learning Computer Vision Algorithms Using Large Image Datasets With Tiny Objects

    IEEE Access, Vol. 11, pp. 104593-104605

2022

  1. Dataset: Roundabout Aerial Images for Vehicle Detection

    Data

  2. Dataset: Traffic Images Captured from UAVs for Use in Training Machine Vision Algorithms for Traffic Management

    Data, Vol. 7, Núm. 5

  3. Dataset: Variable Message Signal Annotated Images for Object Detection

    Data

  4. Web and MATLAB-Based Platform for UAV Flight Management and Multispectral Image Processing

    Sensors, Vol. 22, Núm. 11

  5. Web and MATLAB-Based Platform for UAV Flight Management and Multispectral Image Processing

    Sensors, Vol. 22, Núm. 11, pp. 4243

2021

  1. Advanced driver assistance systems (ADAS) based on machine learning techniques for the detection and transcription of variable message signs on roads

    Sensors, Vol. 21, Núm. 17

2020

  1. Remote management architecture of uav fleets for maintenance, surveillance, and security tasks in solar power plants

    Energies, Vol. 13, Núm. 21

2019

  1. Machine learning techniques for undertaking roundabouts in autonomous driving

    Sensors (Switzerland), Vol. 19, Núm. 10