RNDr. Jan Kotera, Ph.D.

Research fellow

Jan Kotera
kotera@utia.cas.cz 266052526
Department: Department of Image Processing
Research interests: image deblurring/restoration, image compression, watermarking, computer vision

Biography

Publication list

In 10/2021-12/2022 postdoc in Technische Universität Wien (TUW), Computer Vision Lab (CVL) with Prof. Robert Sablatnig, working on EU H2020 project "AI Stream" (learned image compression).

Journal articles

  1. Filip Jiří, Děchtěrenko Filip, Schmidt F., Lukavský Jiří, Kotera Jan, Vilímovská Veronika, Fleming R. W.: Material fingerprinting: predicting human perception of material appearance through psychophysical analysis and neural networks, Royal Society Open Science 12 Download Download DOI: 10.1098/rsos.250513 [2025]
  2. Rozumnyi D., Kotera Jan, Šroubek Filip, Matas J.: Tracking by Deblatting, International Journal of Computer Vision 129 9 (2021), p. 2583-2604 Download Download DOI: 10.1007/s11263-021-01480-w [2021]
  3. Kotera Jan, Matas J., Šroubek Filip: Restoration of Fast Moving Objects, IEEE Transactions on Image Processing 29 1 (2020), p. 8577-8589 Download Download DOI: 10.1109/TIP.2020.3016490 [2020]
  4. Kotera Jan, Šmídl Václav, Šroubek Filip: Blind Deconvolution With Model Discrepancies, IEEE Transactions on Image Processing 26 5 (2017), p. 2533-2544 Download DOI: 10.1109/TIP.2017.2676981 [2017]
  5. Kamenický Jan, Bartoš Michal, Flusser Jan, Mahdian Babak, Kotera Jan, Novozámský Adam, Saic Stanislav, Šroubek Filip, Šorel Michal, Zita Aleš, Zitová Barbara, Šíma Z., Švarc P., Hořínek J.: PIZZARO: Forensic analysis and restoration of image and video data, Forensic Science International 264 1 (2016), p. 153-166 Download DOI: 10.1016/j.forsciint.2016.04.027 [2016]

Other publications

  1. Karella Tomáš, Harmanec Adam, Kotera Jan, Blažek Jan, Šroubek Filip: Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance, NeurIPS 2024 Workshop on Symmetry and Geometry in Neural Representations Download [2026]
  2. Kotera Jan, Wödlinger M., Keglevic M.: Learned Lossy Image Compression for Volumetric Medical Data, Proceedings of the 26th Computer Vision Winter Workshop (CVWW 2023) Download [2023]
  3. Wödlinger M., Kotera Jan, Sablatnig R.: SASIC: Stereo Image Compression With Latent Shifts and Stereo Attention, 2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), p. 661-670 Download DOI: 10.1109/CVPR52688.2022.00074 [2022]
  4. Kotera Jan, Šmídl Václav, Šroubek Filip: Improving Neural Blind Deconvolution, 2021 IEEE International Conference on Image Processing : Proceedings, p. 1954-1958 Download DOI: 10.1109/ICIP42928.2021.9506502 [2021]
  5. Šroubek Filip, Kotera Jan: Motion Blur Prior, 2020 IEEE International Conference on Image Processing (ICIP), p. 928-932 Download DOI: 10.1109/ICIP40778.2020.9191316 [2020]
  6. Rozumnyi D., Kotera Jan, Šroubek Filip, Matas J.: Sub-Frame Appearance and 6D Pose Estimation of Fast Moving Objects, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), p. 6777-6785 Download DOI: 10.1109/CVPR42600.2020.00681 [2020]
  7. Kotera Jan, Rozumnyi D., Šroubek Filip, Matas J.: Intra-Frame Object Tracking by Deblatting, Proceedings of the IEEE International Conference on Computer Vision 2019 (ICCV 2019), p. 2300-2309 Download DOI: 10.1109/ICCVW.2019.00283 [2019]
  8. Rozumnyi D., Kotera Jan, Šroubek Filip, Matas J.: Non-causal Tracking by Deblatting, Pattern Recognition : 41st DAGM German Conference, DAGM GCPR 2019, p. 122-135 Download DOI: 10.1007/978-3-030-33676-9_9 [2019]
  9. Kotera Jan, Šroubek Filip: Motion Estimation and Deblurring of Fast Moving Objects, Proceedings of the 25th IEEE International Conference on Image Processing 2018, p. 2860-2864 Download DOI: 10.1109/ICIP.2018.8451661 [2018]
  10. Rozumnyi D., Kotera Jan, Šroubek Filip, Novotný L., Matas J.: The World of Fast Moving Objects, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), p. 5203-5211 Download DOI: 10.1109/CVPR.2017.514 [2017]
  11. Zita Aleš, Flusser Jan, Suk Tomáš, Kotera Jan: Feature Selection on Affine Moment Invariants in Relation to Known Dependencies, Computer Analysis of Images and Patterns : 17th International Conference, CAIP 2017, p. 285-295, Eds: Felsberg M., Heyden A., Krüger N. Download DOI: 10.1007/978-3-319-64698-5_24 [2017]
  12. Kotera Jan, Šroubek Filip: Blind deconvolution of images with model discrepancies using maximum a posteriori estimation with heavy-tailed priors, Digital Photography XI Download DOI: 10.1117/12.2077158 [2015]
  13. Hradiš M., Kotera Jan, Zemčík P., Šroubek Filip: Convolutional Neural Networks for Direct Text Deblurring, Proceedings of BMVC 2015 Download [2015]
  14. Kotera Jan, Zitová Barbara, Šroubek Filip: PSF accuracy measure for evaluation of blur estimation algorithms, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 2080-2084 Download DOI: 10.1109/ICIP.2015.7351167 [2015]
  15. Zitová Barbara, Šroubek Filip, Kamenický Jan, Kotera Jan, Šorel Michal, Bartoš Michal, Flusser Jan, Šíma Z., Švarc P., Hořínek J.: Forensics image and video restoration, Abstract book of 7th European Academy of Forensic Science Conference Download [2015]
  16. Marrugo A., Millán M. S., Šorel Michal, Kotera Jan, Šroubek Filip: Improving the blind restoration of retinal images by means of point-spread-function estimation assessment, Proceedings of 10th International Seminar on Medical Information Processing and Analysis (SIPAIM) 2014 Download DOI: 10.1117/12.2073820 [2015]
  17. Zitová Barbara, Šroubek Filip, Flusser Jan, Kamenický Jan, Novozámský Adam, Mahdian Babak, Bartoš Michal, Saic Stanislav, Zita Aleš, Šorel Michal, Kotera Jan: PIZZARO - Prostředky pro identifikaci obrazového záznamového zařízení, autentifikaci a rekonstrukci obrazu (2014) Download [2014]
  18. Šroubek Filip, Šmídl Václav, Kotera Jan: Understanding image priors in blind deconvolution, 2014 IEEE International Conference on Image Processing, p. 4492-4496 Download DOI: 10.1109/ICIP.2014.7025911 [2014]
  19. Kotera Jan, Šroubek Filip, Milanfar P.: Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors, Computer Analysis of Images and Patterns, p. 59-66, Eds: Wilson Richard, Bors Adrian, Hancock Edwin, Smith William Download [2013]
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