Academia
DISSERTATIONS
- J. Zabalza, “Feature extraction and data reduction for hyperspectral remote sensing Earth observation,” Ph.D. dissertation, University of Strathclyde, EEE, Jun. 2015.
- J. Zabalza, “Feature selection for effective classification and data analysis in hyperspectral imaging,” M.Sc. dissertation, University of Strathclyde, EEE, Sep. 2012.
- J. Zabalza, “Utilización del filtrado de Kalman en algoritmos de control de inversores trifásicos para generación distribuida,” M.A.S. dissertation, Universitat Politècnica de València, DIE, Oct. 2009.
- J. Zabalza, “Análisis comparativo entre electrificación convencional y sistema basado en energías renovables para electrificación rural en Atzeneta del Maestrat,” M.Eng. dissertation, Universitat Jaume I, ESTCE, Feb. 2006.
TEACHING
- Small Group Seminars (SGS) EME105 (Tutor – University of Strathclyde, 2022/2023): Engineering for people and planet – Sustainable development.
- EE270/EM270 Digital Electronics (Lecturer – University of Strathclyde, 2022/2023): State machine design and analysis, Flip-Flops.
- Small Group Seminars (SGS) CES105 (Tutor – University of Strathclyde, 2021/2022): Engineering for people and planet – Sustainable development.
- EE581/EE881/EE981 Image And Video Processing (Online teaching with voice over presentation – University of Strathclyde, 2021/2022): Image filters, feature extraction, hyperspectral imaging.
- EE270/EM270 Digital Electronics (Teaching Assistant – University of Strathclyde, 2021/2022): State machine design and analysis, Flip-Flops.
- Small Group Tutorial (SGT) CES105 (Tutor – University of Strathclyde, 2020/2021): Analogue and digital electronics.
- EE581/EE881/EE981 Image And Video Processing (Online teaching with voice over presentation – University of Strathclyde, 2020/2021): Image filters, feature extraction, hyperspectral imaging.
- EE270/EM270 Digital Electronics (Teaching Assistant – University of Strathclyde, 2020/2021): State machine design and analysis, Flip-Flops.
- Signals and Systems (Online teaching with voice over presentation for NEEPU, Jilin, China 2020/2021): 1D/2D correlation/convolution, spectral analysis, digital filters, and practical case studies.
- Small Group Tutorial (SGT) CES105 (Tutor – University of Strathclyde, 2019/2020): Analogue and digital electronics.
- Signals and Systems (2-week teaching in NEEPU, Jilin, China 2018/2019): Fourier series, Fourier transform (DTFT, DFT), spectral analysis and digital filters.
- Small Group Tutorial (SGT) EM105 (Tutor – University of Strathclyde, 2018/2019): Analogue and digital electronics.
- EE581/EE981 Image and Video Processing (Teaching Assistant – University of Strathclyde, 2017/2018): Mask operations, 2D filters, mathematical morphology, erosion, dilation.
- EE313/EM301 Engineering Analysis (Teaching Assistant – University of Strathclyde, 2014/2015): Probabilistic modelling and inference, principal component analysis, distance and similarity measurement, data clustering, information theory and entropy.
SUPERVISED STUDENTS
- Miss Aoife Keane (2nd supervisor 2022/…) – Hyperspectral imaging for corrosion detection, Ph.D. in Electronic and Electrical Engineering, University of Strathclyde.
- Mr Ha Viet Khanh (2nd supervisor 2021/2022) – Deep learning based image super resolution, Ph.D. in Electronic and Electrical Engineering, University of Strathclyde.
- Mr Siyuan Chen (2nd supervisor 2021/2022) – M.Phil. in Electronic and Electrical Engineering, University of Strathclyde.
- Mr Emmanouil Alexakis (1st supervisor 2020/2021) – Brain network construction pipelines, 19496 project, University of Strathclyde.
- Miss Nour Aburaed (2nd supervisor 2020/…) – Deep learning based hyperspectral imaging super resolution, Ph.D. in Electronic and Electrical Engineering, University of Strathclyde.
- Mr Samson Damilola Fabiyi (2nd supervisor 2020/2022) – Feature extraction techniques for hyperspectral images, Ph.D. in Electronic and Electrical Engineering, University of Strathclyde.
- Mr Calum MacLellan (3rd supervisor 2019/…) – Automatic cytoplasm segmentation of overlapping cervical cells, Eng.D. in medical devices, University of Strathclyde.
- Mr Calum MacLellan (3rd supervisor 2018/2019) – Automatic cytoplasm segmentation of overlapping cervical cells using edge-based active contours, miniproject towards Eng.D. medical devices, University of Strathclyde.
- Miss Elsa Marie (helping supervisor 2017/2018) – Development of an application for collection of remote sensing images, 12-week international internship (student originally from Grenoble, France), University of Strathclyde.
- Mr Ruojia Yin (helping supervisor 2017/2018) – ECG analysis, undergraduate project, University of Strathclyde.
- Mr Matt Gaffney (helping supervisor 2017/2018) – Object detection, undergraduate project, University of Strathclyde.
REVIEW/MARKING PANEL
- 19496 Projects – Reports/Presentations (Marking panel – University of Strathclyde, since 2019).
- Vertically Integrated Projects (VIPS) Presentations (Marking panel – University of Strathclyde, since 2020).
- PhD Student Progress Interim Review (Reviewer – University of Strathclyde, since 2020).
- EE986 Papers (Marking panel – University of Strathclyde, since 2020).
- MSc Poster Presentations (Marking panel – University of Strathclyde, since 2020).
EXTERNAL PhD EXAMINER
- V. Masero-Vargas, “Una nueva metodología de segmentación de imágenes basada en contornos activos. Aplicación a la segmentación de imágenes médicas para la reconstrucción tridimensional de estructuras anatómicas,” Ph.D. dissertation, Universidad de Extremadura, Jan. 2016.
EXAMINATION COMMITTEE CONVENER
- W. Coventry, “Fine-time resolution passive RF source imaging“, Ph.D. dissertation, University of Strathclyde, Oct. 2022.
- N. Padfield, “Effective EEG analysis for advanced AI-driven BMI/BCI systems“, Ph.D. dissertation, University of Strathclyde, Mar. 2022.
- Z. Fang, “Automatic CNN channel selection and effective detection on face and rotated aerial objects,” Ph.D. dissertation, University of Strathclyde, Jun. 2020.
- Y. Fang, “Remote sensing and machine learning for prediction of wheat growth in precision agriculture applications,” M.Phil. dissertation, University of Strathclyde, Mar. 2020.
- J. Tschannerl, “Effective hyperspectral band selection and multispectral sensing based data reduction and applications in food analysis,” Ph.D. dissertation, University of Strathclyde, Jun. 2019.
JOURNAL EDITOR
- Guest: Special issue on Feature Extraction and Data Classification in Hyperspectral Imaging II (FEDCHI II) – Remote Sensing (RS – MDPI) [Open].
- Guest: Special issue on Cognitive Modelling of Multimodal Data Intensive Systems for Applications in Nature and Society (COMDICS 2021) – Discrete Dynamics in Nature and Society (DDNS – Hindawi) [Closed September 2022].
- Editorial board member: Environmental Remote Sensing section – Remote Sensing (RS – MDPI) [From 2020].
- Guest: Special issue on Machine Learning Using Medium and High-Resolution Remote Sensing Datasets – Remote Sensing (RS – MDPI) [Closed March 2022].
- Guest: Special issue on Feature Extraction and Data Classification in Hyperspectral Imaging (FEDCHI) – Remote Sensing (RS – MDPI) [Closed February 2021].
- Guest: Special issue on Cognitive Modelling of Multimodal Data Intensive Systems for Applications in Nature and Society (COMDICS 2019) – Discrete Dynamics in Nature and Society (DDNS – Hindawi) [Closed July 2020].
JOURNAL PEER-REVIEWER
- Geoscience and Remote Sensing Letters (GRSL – IEEE).
- Neurocomputing (NEUCOM – Elsevier).
- Transactions on Geoscience and Remote Sensing (TGRS – IEEE).
- Journal of Photogrammetry and Remote Sensing (ISPRS – Elsevier).
- Signal Processing Letters (SPL – IEEE).
- Signal, Image and Video Processing (SIVP – Springer).
- Sensing and Imaging (SI – Springer).
- Remote Sensing Letters (RSL – Taylor & Francis).
- Multidimensional Systems and Signal Processing (MULT – Springer).
- Measurement (MEAS – Elsevier).
- Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS – IEEE).
- International Journal of Remote Sensing (IJRS – Taylor & Francis).
- Cognitive Computation (COGN – Springer).
- Expert Systems With Applications (ESWA – Elsevier).
- Geoscience and Remote Sensing Magazine (GRSM – IEEE).
- Image Processing (IPR – IET).
- Journal of The Franklin Institute (JFI – Elsevier).
- Applied Sciences (APP – MDPI).
- International Journal of Geo-Information (IJGI – MDPI).
- Journal of Imaging (JIMAGING – MDPI).
- Remote Sensing (RS – MDPI).
- Sensors (S – MDPI).
- Symmetry (SYM – MDPI).
- Journal of Photogrammetry, Remote Sensing and Geoinformation Science (PFGE – Springer).
- Physica A: Statistical Mechanics and its Applications (PHYSA – Elsevier).
- Signal Processing (SIGPRO – Elsevier).
- Springer Nature Applied Sciences (SNAS – Springer).
- Biosystems Engineering (YBENG – Elsevier).
- Journal of Integrative Neuroscience (JIN – IMR Press).
- IEEE Access (Access – IEEE).
- Vibrational Spectroscopy (VIBSPEC – Elsevier).
- Scientific Reports (SR – Nature).
- Information Fusion (INFFUS – Elsevier).
- Knowledge-Based Systems (KNOSYS – Elsevier).
- IEEE Transactions on Human-Machine Systems (THMS – IEEE).
- Pattern Recognition Letters (PRL – Elsevier).
- IEEE Internet of Things Journal (IOTJ – IEEE).
- PeerJ Computer Science (PEERJCS – PEERJ).
- IEEE Transactions on Image Processing (TIP – IEEE).
RESEARCH PROPOSALS REVIEWER
- National Science Centre (NSC), Poland.
PROGRAM COMMITTEE MEMBER
- The 10th International Conference on Brain-Inspired Cognitive Systems (BICS 2019), China – Publication Chair.
- Hyperspectral Imaging and Applications Conference, (HSI 2018), UK – Reviewer.
- European Signal Processing Conference (EUSIPCO 2018), Italy – Reviewer.
- The 9th International Conference on Brain-Inspired Cognitive Systems (BICS 2018), China – Publication Chair.
- European Signal Processing Conference (EUSIPCO 2017), Greece – Reviewer.
- International Workshop on Smart Mining of Multimedia Big Data (SMED 2017), UK.
- Hyperspectral Imaging and Applications Conference, (HSI 2016), UK – Reviewer.
- The 1st IEEE International Conference on Multimedia Big Data (BigMM 2015), China.
- Hyperspectral Imaging and Applications Conference, (HSI 2014), UK.
- The 21st International Conference on Neural Information Processing (ICONIP 2014), Malaysia – Reviewer.
INTERNAL SEMINARS
- J. Zabalza, “Creating and publishing journal papers,” Virtual Research Forum, University of Dubai, Nov. 2022.
- J. Zabalza, “Image-processing-based artificial intelligence in industrial applications,” University of Dubai, Nov. 2022.
- J. Zabalza, “Singular spectrum analysis for effective feature extraction in hyperspectral imaging,” University of Strathclyde, EEE, CeSIP, Jul. 2014.
- J. Zabalza, “Combination of support vector machine and principal component analysis for classification tasks,” University of Strathclyde, EEE, CeSIP, May 2013.
- J. Zabalza, “Control de inversores para inyección en red,” Universitat Jaume I, ESID, Apr. 2008.