@article{fernandez2026spend,
  title={Spend Bits Where Queries Look: KV Cache Vector Quantization with Attention-Preserving Transforms},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Ziashahabi, Amir and Pavez, Eduardo and Ortega, Antonio and Avestimehr, Salman},
  journal={arXiv preprint arXiv:2608.04074},
  year={2026}
}
    

@article{fernandez2026image,
  title={Image Coding for Machines via Feature-Preserving Rate-Distortion Optimization},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio},
  journal={IEEE Transactions on Multimedia},
  publisher={IEEE},
  year={2026}
}
    

@inproceedings{fernandez2026l2g,
  title={L2G-Net: Local to Global Spectral Graph Neural Networks via Cauchy Factorizations},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio},
  booktitle={Forty-third International Conference on Machine Learning (ICML)},
  year={2026}
}
    

@inproceedings{pakiyarajah2026fasst,
  title={FaSST: Fast Sparsifying Secondary Transform},
  author={Pakiyarajah, Darukeesan and Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio and Mukherjee, Debargha},
  booktitle={2026 IEEE International Conference on Image Processing (ICIP)},
  organization={IEEE},
  year={2026}
}
    

@inproceedings{fernandez2026wrapper,
  title={Wrapper-Aware Rate-Distortion Optimization in Feature Coding for Machines},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Choi, Hyomin and Racap{\'e}, Fabien and Pavez, Eduardo and Ortega, Antonio},
  booktitle={ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={12492--12496},
  organization={IEEE},
  year={2026}
}
    

@article{fernandez2026rate,
  title={Rate-Distortion Optimization for Full-Reference Image Quality Metrics via Stochastic Hessian Estimates},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio},
  journal={arXiv preprint arXiv:2609.30077},
  year={2026}
}
    

@article{xiong2026rate,
  title={Rate-Distortion Optimization for Ensembles of Non-Reference Metrics},
  author={Xiong, Xin and Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio and Birkbeck, Neil and Adsumilli, Balu},
  journal={arXiv preprint arXiv:2602.15779},
  year={2026}
}
    

@inproceedings{fernandez2025int,
  title={INT-DTT+: Low-Complexity Data-Dependent Transforms for Video Coding},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio and Huang, Tsung-Wei and Nguyen Canh, Thuong and Su, Guan-Ming and Yin, Peng},
  booktitle={2025 Picture Coding Symposium (PCS)},
  pages={1--5},
  organization={IEEE},
  year={2025}
}
    

@inproceedings{fernandez2025rate,
  title={Rate-Distortion Optimization with Non-Reference Metrics for UGC Compression},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Xiong, Xin and Pavez, Eduardo and Ortega, Antonio and Birkbeck, Neil and Adsumilli, Balu},
  booktitle={2025 IEEE International Conference on Image Processing (ICIP)},
  pages={2372--2377},
  organization={IEEE},
  year={2025}
}
    

@inproceedings{menduina2025fast,
  title={Fast DCT+: A Family of Fast Transforms Based on Rank-One Updates of the Path Graph},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio},
  booktitle={ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1--5},
  organization={IEEE},
  year={2025}
}
    

@article{xiong2025avoiding,
  title={Avoiding Quality Saturation in UGC Compression Using Denoised References},
  author={Xiong, Xin and Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio and Birkbeck, Neil and Adsumilli, Balu},
  journal={arXiv preprint arXiv:2511.16876},
  year={2025}
}
    

@inproceedings{fernandez2024tracking,
  title={Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar},
  author={Fernandez-Mendui{\~n}a, Samuel and Rapp, Joshua and Mansour, Hassan and Greiff, Marcus and Parsons, Kieran},
  booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={6--10},
  year={2024},
  organization={IEEE}
}
    

@inproceedings{fernandez2024feature,
  title={Feature-Preserving Rate-Distortion Optimization in Image Coding for Machines},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio},
  booktitle={2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)},
  pages={1--6},
  year={2024},
  organization={IEEE}
}
    

  @article{fernandez2023source,
    title={Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model},
    author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and P{\'e}rez-Gonz{\'a}lez, Fernando and Masciopinto, Miguel},
    journal={Signal Processing: Image Communication},
    volume={114},
    pages={116944},
    year={2023},
    publisher={Elsevier}
  }
      

@inproceedings{fernandez2023image,
  title={Image Coding Via Perceptually Inspired Graph Learning},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Pavez, Eduardo and Ortega, Antonio},
  booktitle={2023 IEEE International Conference on Image Processing (ICIP)},
  pages={2495--2499},
  year={2023},
  organization={IEEE}
}
    

@article{fernandez2022computational,
  title={Computational array signal processing via modulo non-linearities},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Krahmer, Felix and Leus, Geert and Bhandari, Ayush},
  journal={IEEE Transactions on Signal Processing},
  volume={70},
  pages={2168--2179},
  year={2022},
  publisher={IEEE}
}
    

@article{fernandez2022prnu,
  title={PRNU Emphasis: a Generalization of the Multiplicative Model},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and P{\'e}rez-Gonz{\'a}lez, Fernando and Masciopinto, Miguel},
  journal={arXiv preprint arXiv:2202.12357},
  year={2022}
}
    

@article{fernandez2021information,
  title={On the information leakage quantification of camera fingerprint estimates},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and P{\'e}rez-Gonz{\'a}lez, Fernando},
  journal={EURASIP Journal on Information Security},
  volume={2021},
  number={1},
  pages={6},
  year={2021},
  publisher={Springer International Publishing Cham}
}
    

@article{fernandez2020information,
  title={On the Information Leakage of Camera Fingerprint Estimates},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and P{\'e}rez-Gonz{\'a}lez, Fernando},
  journal={arXiv preprint arXiv:2002.11162},
  year={2020}
}
    

@article{fernandez2020temporal,
  title={Temporal Localization of Non-Static Digital Videos Using the Electrical Network Frequency},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and P{\'e}rez-Gonz{\'a}lez, Fernando},
  journal={IEEE Signal Processing Letters},
  year={2020},
  publisher={IEEE}
}
    

@inproceedings{fernandez2020doa,
  title={DoA estimation via unlimited sensing},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and Krahmer, Felix and Leus, Geert and Bhandari, Ayush},
  booktitle={2020 28th European Signal Processing Conference (EUSIPCO)},
  pages={1866--1870},
  year={2020},
  organization={IEEE}
}
    

@inproceedings{perez2020prnu,
  title={PRNU-leaks: facts and remedies},
  author={P{\'e}rez-Gonz{\'a}lez, Fernando and Fern{\'a}ndez-Mendui{\~n}a, Samuel},
  booktitle={2020 28th European Signal Processing Conference (EUSIPCO)},
  pages={720--724},
  year={2020},
  organization={IEEE}
}
    

@misc{rapp2025systems,
  title={Systems and Methods for Tracking Objects beyond the Unambiguous Range},
  author={Rapp, Joshua and Fern{\'a}ndez-Mendui{\~n}a, Samuel and Mansour, Hassan and Greiff, Marcus and Boufounos, Petros and Parsons, Kieran},
  note={US Patent App. 18/602,560},
  year={2025}
}
    

@misc{fernandez2020enf,
  title={ENF Moving Video Database},
  author={Fern{\'a}ndez-Mendui{\~n}a, Samuel and P{\'e}rez-Gonz{\'a}lez, Fernando},
  year={2020},
  publisher={Zenodo},
  doi={10.5281/zenodo.3549379}
}
    

@phdthesis{fernandez2019extraccion,
  title={Extracci{\'o}n de la frecuencia de la red el{\'e}ctrica en v{\'\i}deos digitales con prop{\'o}sitos forenses},
  author={Fern{\'a}ndez Mendui{\~n}a, Samuel},
  year={2019},
  school={Universidade de Vigo}
}