Teaching
2018-2024 - Pattern Recognition and Machine Learning (RPZ): all materials at coursewareResearch interests
- Visual tracking
- Planar object tracking
- Point Tracking
- Optical flow / dense correspondences
- RANSAC
PhD thesis
Papers
J. Šerých, M. Neoral, and J. Matas.
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation
accepted to WACV 2025.
[web]
[pdf]
[bib]
@inproceedings{serych2025mftiq, title={{MFTIQ}: Multi-Flow Tracker with Independent Matching Quality Estimation}, author={Serych, Jonas and Neoral, Michal and Matas, Jiri}, journal={arXiv preprint arXiv:2411.09551}, year={2024}, }
M. Neoral, J. Šerých, and J. Matas.
MFT: Long-Term Tracking of Every Pixel
WACV 2024.
[web]
[pdf]
[bib]
@inproceedings{neoral2024mft, title={{MFT}: Long-term tracking of every pixel}, author={Neoral, Michal and {\v{S}}er{\'y}ch, Jon{\'{a}}{\v{s}} and Matas, Ji{\v{r}}{\'{i}}}, booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision}, pages={6837--6847}, year={2024}, }
J. Šerých and J. Matas.
Planar Object Tracking via Weighted Optical Flow
WACV 2023.
[web]
[pdf]
[bib]
@inproceedings{serych2023planar, title={Planar Object Tracking via Weighted Optical Flow}, author={{\v{S}}er{\'y}ch, Jon{\'{a}}{\v{s}} and Matas, Ji{\v{r}}{\'{i}}}, booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision}, pages={1593--1602}, year={2023} }
J. Šerých and J. Matas.
Visual Coin-Tracking: Tracking of Planar Double-Sided Objects.
GCPR 2019.
[web]
[pdf]
[bib]
@inproceedings{serych2019cointracking, title = {Visual Coin-Tracking: Tracking of Planar Double-Sided Objects}, author = {{\v{S}}er{\'y}ch, Jon{\'{a}}{\v{s}} and Matas, Ji{\v{r}}{\'{i}}}, booktitle={German Conference on Pattern Recognition}, pages={317--330}, year={2019}, organization={Springer} }
J. Šerých, J. Matas and O. Drbohlav.
Fast L1-based RANSAC for homography estimation.
Proceedings of the 21st Computer Vision Winter Workshop, 2016.
[pdf]
[bib]
@inproceedings{serych2016ransac, title = {Fast L1-based RANSAC for homography estimation}, author = {\v{S}er\'ych, Jon\'a\v{s} and Matas, Ji\v{r}\'i and Drbohlav, Ond\v{r}ej}, booktitle = {Proceedings of the 21st Computer Vision Winter Workshop}, year = {2016}, }
Education
2018-?, PhD student, supervisor: prof. Ing. Jiří Matas, Ph.D, CTU in Prague - FEE.
2015-2018, Master Degree (with honours) - Computer Vision and Image Processing, CTU in Prague - FEE.
master thesis
[pdf]
[bib]
@mastersthesis{serych2018thesis, author = {\v{S}er\'ych, Jon\'a\v{s} and Matas, Ji\v{r}\'i}, title = {Coin-Tracking -- Double-Sided Tracking of Flat Objects}, school = {Czech Technical University in Prague}, year = {2018}, month = {Jan} }
2012-2015, Bachelor Degree (with honours) - Computer and Informatics Science, CTU in Prague - FEE.
bachelor thesis
[pdf]
[bib]
@bachelorsthesis{serych2015thesis, author = {\v{S}er\'ych, Jon\'a\v{s} and Chum, Ond\v{r}ej}, title = {Efficient Many-to-Many RANSAC}, school = {Czech Technical University in Prague}, year = {2015}, month = {May} }