Juan M Haut

Juan M Haut

Associate Professor

Final Degrees

Currently (6):

  1. PhD. Expected 2025. Zhaoyue Wu. Change Detection in Remote Sensing: New Techniques and Applications. University of Extremadura.
  2. joint PhD. Expected 2026. Pan Zheng. Hypergraph Generative Network based Hyperspectral Unmixing. Hohai University.
  3. joint PhD. Expected 2025. Hailian Lu. Key Technologies for Spectral Remote Sensing Fusion and Application. Northeast Forestry China.
  4. joint PhD. Expected 2025. Youran Ge. Development of new computational imaging methods: improvement and application of new automatic signal processing algorithms. Beijing Jiaotong University.
  5. BsC. Expected 2023. José Luis García. Efficient Hyperspectral Semantic Segmentation Using Rectangular Convolution. University of Extremadura.
  6. BsC. Expected 2024. Miguel Medina Cantos. Householder Matrix for Convolutional Networks. University of Extremadura.

PhD Students (2)

  1. 2023. Xuanwen Tao. Efficient and Deep Processing of Hyperspectral Images and its Application in Spectral Unmixing Tasks. University of Extremadura. Grade: Cum Laude (Outstanding Doctoral Award).
  2. 2022. Sergio Moreno-Álvarez. Optimization of Scientific and Machine Learning Applications in Heterogeneous High-Performance Environments. University of Extremadura. Grade: Cum Laude.

Msc Students (4)

  1. 2023. Juan Salvador. Implementation of the Maximum Distance Analysis Algorithm using the Apache Cloud Computing Ecosystem. University of Extremadura.
  2. 2022. Mercedes Paoletti. Hyperspectral Image Classification with Self-Supervised Capsule Networks. University of Extremadura. Grade: With honours.
  3. 2022. Andrés Abelardo. Optimization of Convolutional Neural Networks for Hyperspectral Image Classification. National University of Distance Education. Grade: Very Good.
  4. 2022. Marcos Minaya. Laser-Engraved Code Recognition using Deep Learning Techniques. National University of Distance Education. Grade: Excellent.

Bsc Students (16)

  1. 2023. José Díaz. Neighbor2Neighbor+: Self-Supervised Denoising from Noisy Single Images using Transformers. University of Extremadura. Grade: With honours.
  2. 2023. Luis Munuera. Development of an Application for Intelligent High-Yield Investment Search. University of Extremadura. Grade: Excellent.
  3. 2023. Alejandro Camello. Imitation of Human Behavior in Chess Extensible to Perfect Information Strategy Games using Deep Learning. University of Extremadura. Grade: With honours.
  4. 2023. Irene Melchor. Hyperspectral Processing on Roman Figures. University of Extremadura. Grade: Excellent.
  5. 2023. José Javier Moreno. Evaluation of RAPL and NVML for Energy Profiling of Deep Learning. University of Extremadura. Grade: Excellent.
  6. 2022. José Ignacio Duque. QsphericalStats: A QGIS Plugin for Spherical Data Analysis. University of Extremadura. Grade: Excellent.
  7. 2022. Carlos Cañada. Evaluation of Deep Learning Techniques for Financial Asset Analysis and Prediction. University of Extremadura. Grade: Excellent.
  8. 2022. Francisco Pérez. Efficient Hyperspectral Semantic Segmentation. University of Extremadura. Grade: Excellent.
  9. 2022. Juan Carmona. HyperSpectral Data Visualization Tool in Python. University of Extremadura. Grade: Excellent.
  10. 2022. Santiago García. Intelligent Monitoring of the Use of Recycled Fertilizers for Biodiversity Enhancement in the Monfragüe Area. University of Extremadura. Grade: Excellent.
  11. 2021. Cristina Antón. Deep Learning Techniques for Cerebral Ischemia Detection. National University of Distance Education. Grade: With honours.
  12. 2020. Carlos Gomez. Hyperspectral Image Classification with Inverted Dot-Product Attention. University of Extremadura. Grade: Excellent.
  13. 2020. Miguel Ángel Gonzalez. Automatic Search of Deep Architectures for Automatic Processing of Hyperspectral Images. University of Extremadura. Grade: Excellent.
  14. 2019. José Antonio Gallardo. Cloud deep networks for hyperspectral image analysis. University of Extremadura. Grade: With honours.
  15. 2019. David Municio. Oversampling Techniques Applied to Hyperspectral Image Analysis. University of Extremadura.</b> Grade: With honours.
  16. 2016. Daniel Llanos. Ecogram: Capture and Share. University of Extremadura. Grade: Excellent.

Internship Supervisor (2)

  1. 2023. Juan Carlos Muñoz. Mancomunidad Intermunicipal de la Vera.
  2. 2022. Lucas Bonilla. Grupo Empresarial 7 SLU.