Darian Tomašević

I’m a PhD student at the University of Ljubljana, Faculty of Computer and Information Science, advised by Prof. dr. Peter Peer and Prof. dr. Vitomir Štruc. My research focuses on the generation of synthetic biometric data suitable for training deep learning models in a privacy-preserving manner.

My current interests include generative models and deep learning techniques in the fields of image-based biometrics and computer vision. In the past, I’ve also collaborated on research projects outside my PhD topic, including music pattern analysis and 3D reconstruction of superquadrics from images.

Publications

ID-Booth: Identity-consistent Face Generation with Diffusion Models

Darian Tomašević, Fadi Boutros, Chenhao Lin, Naser Damer, Vitomir Štruc, and Peter Peer

In IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2025

Bib PDF Code

@inproceedings{tomavsevic2025id,
  title = {ID-Booth: Identity-consistent Face Generation with Diffusion Models},
  author = {Toma{\v{s}}evi{\'c}, Darian and Boutros, Fadi and Lin, Chenhao and Damer, Naser and {\v{S}}truc, Vitomir and Peer, Peter},
  booktitle = {IEEE International Conference on Automatic Face and Gesture Recognition (FG)},
  year = {2025},
  ages = {1--10},
  url = {ID-Booth},
}

Generating bimodal privacy-preserving data for face recognition

Darian Tomašević, Fadi Boutros, Naser Damer, Peter Peer, and Vitomir Štruc

Engineering Applications of Artificial Intelligence (EAAI), 2024

Bib PDF Code

@article{tomavsevic2024generating,
  title = {Generating bimodal privacy-preserving data for face recognition},
  author = {Toma{\v{s}}evi{\'c}, Darian and Boutros, Fadi and Damer, Naser and Peer, Peter and {\v{S}}truc, Vitomir},
  journal = {Engineering Applications of Artificial Intelligence (EAAI)},
  volume = {133},
  pages = {108495},
  year = {2024},
  publisher = {Elsevier},
}

BiFaceGAN: Bimodal Face Image Synthesis

Darian Tomašević, Peter Peer, and Vitomir Štruc

In Face Recognition Across the Imaging Spectrum (FRAIS), 2024

Bib PDF Code

@incollection{tomavsevic2024bifacegan,
  title = {BiFaceGAN: Bimodal Face Image Synthesis},
  author = {Toma{\v{s}}evi{\'c}, Darian and Peer, Peter and {\v{S}}truc, Vitomir},
  booktitle = {Face Recognition Across the Imaging Spectrum (FRAIS)},
  pages = {273--311},
  year = {2024},
  publisher = {Springer},
}

BiOcularGAN: Bimodal synthesis and annotation of ocular images

Darian Tomašević, Peter Peer, and Vitomir Štruc

In IEEE International Joint Conference on Biometrics (IJCB), 2022

Bib PDF Code

@inproceedings{tomavsevic2022bioculargan,
  title = {BiOcularGAN: Bimodal synthesis and annotation of ocular images},
  author = {Toma{\v{s}}evi{\'c}, Darian and Peer, Peter and {\v{S}}truc, Vitomir},
  booktitle = {IEEE International Joint Conference on Biometrics (IJCB)},
  pages = {1--10},
  year = {2022},
}

Reconstructing Superquadrics from Intensity and Color Images

Darian Tomašević, Peter Peer, Franc Solina, Aleš Jaklič, and Vitomir Štruc

Sensors, 2022

Bib PDF

@article{tomavsevic2022reconstructing,
  title = {Reconstructing Superquadrics from Intensity and Color Images},
  author = {Toma{\v{s}}evi{\'c}, Darian and Peer, Peter and Solina, Franc and Jakli{\v{c}}, Ale{\v{s}} and {\v{S}}truc, Vitomir},
  journal = {Sensors},
  volume = {22},
  number = {14},
  pages = {5332},
  year = {2022},
  publisher = {MDPI},
}

Exploring annotations for musical pattern discovery gathered with digital annotation tools

Darian Tomašević, Stephan Wells, Iris Yuping Ren, Anja Volk, and Matevž Pesek

Journal of Mathematics and Music (JMM), 2021

Bib PDF

@article{tomavsevic2021exploring,
  title = {Exploring annotations for musical pattern discovery gathered with digital annotation tools},
  author = {Toma{\v{s}}evi{\'c}, Darian and Wells, Stephan and Yuping Ren, Iris and Volk, Anja and Pesek, Matev{\v{z}}},
  journal = {Journal of Mathematics and Music (JMM)},
  volume = {15},
  number = {2},
  pages = {194--207},
  year = {2021},
}