Publications
📄 Journal Articles
Faezi, M. H., Peletier, R., & Wilkinson, M. H. F. (2024). Multi-Spectral Source-Segmentation Using Semantically-Informed Max-Trees. IEEE Access, 12, 72288–72302.
Faezi, M. H., Bijani, S., & Dolati, A. (2021). DEGAN: Decentralized Generative Adversarial Networks. Neurocomputing, 419, 335–343.
Preprints & In Preparation
Faezi, M. H., Peletier, R., & Wilkinson, M. H. F. (2025). Robust Background Estimation on Astronomical Image Data Using Max-Trees.
Ready to submit
Faezi, M. H., Peletier, R., & Wilkinson, M. H. F. (2025). Hierarchical Source Deblending on Astronomical Images using Max-tree Spatial Attributes.
Ready to submit
Conference Posters & Presentations
Faezi, M. H., Peletier, R., & Wilkinson, M. H. F. (2022). Multidimensional Astronomical Image Segmentation. Poster presented at the International Symposium on Discrete Geometry and Mathematical Morphology (DGMM 2022), Strasbourg, France.
🎯 Research Focus
My research focuses on:
- Mathematical Morphology and Max-Tree algorithms
- Astronomical Image Processing and source detection
- Decentralized AI Systems and distributed learning
- Computer Vision and Machine Learning applications
For the most up-to-date list of publications, please visit my Google Scholar profile.