Ing. Adam Novozámský, Ph.D.

research fellow

Adam Novozámský
novozamsky@utia.cas.cz 266052864 Personal web
Department: Department of Image Processing
Research interests: Image Processing & Deep Learning for Computer Vision, Image Forensics and Biological imaging.

Biography

Publication list

I am currently a postdoc at the Institute of Information Theory and Automation which administratively falls under the Czech Academy of Sciences. My research focuses on image analysis, medical imaging, segmentation, object detection, machine learning, and digital forensics.
I received my undergraduate degree in Computer Informatics in 2008, and a follow-up master’s program in Information Technology in 2010. In 2018 I defended my PhD in Computer Science and Applied Mathematics. All three degrees are from the Czech Technical University in Prague, Faculty of Nuclear Sciences and Physical Engineering.
I also did a postdoc at the Computer Vision Lab (CVL) at TU Vienna from 2021 to 2022.

Curriculum-Vitae: here

PhD dissertation: here

Supervized diploma theses:

  • Michal Průšek (2025-2026) - Complex Multicellular Spheroid Segmentation Tool
  • Soňa Drocárová (2023-2024) - Road Surface Condition System
  • Antonín Čech (2022-2023) - Estimation and Tracking of the Human Pose with a Single RGB
  • Adéla Kostelecká (2021 - 2022) - Content-Based Image Retrieval: from Primitive to Advanced Techniques
  • Roman Staněk (2020 - 2022) - System for automatic size and type control of cars rims
  • Kajetán Poliak (2020 - 2021) - Hand pose estimation during car driving
  • Adam Novotný (2020 - 2021) - Satellite data analysis using machine learning methods
  • Dominik Vít (2019 - 2020) - Automated visual inspection system for a car engine space

Supervized research task:

  • Vojtěch Remiš (2024-2025) - Birdsong analysis
  • Michal Průšek (2023-2024) - Biological data analysis and evaluation
  • Anna Gruberová (2021-2022) - Optical Character Recognition on Scanned Historical Posters Using the State-of-the-Art Methods
  • Soňa Drocárová (2021 - 2022) - Comparison of methods for unconstrained face detection

Supervized bachelor theses:

  • Lukáš Veškrna (2024-2025) - Wound healing detection
  • Lydie Rosenkrancová (2022-2024) - Plant species classification based on UAV imagery for selective application of plant protection products
  • Anel Mergaliyeva (2022-2023) - Smart Robotic Arm Using Computer Vision
  • Michal Průšek (2022-2023) - Gesture-controlled drone
  • Markéta Machalová (2020-2021) - Detection of Varroa destructor using computer vision

Individual Software Project:

  • Miroslav Mauritius Toma (2025) - Automated ATIS system for small airports using TTS technology
  • Lukáš Veškrna (2024) - Software: Wound healing detection

Centrum RADIUS - The Czech Academy of Sciences:

  • Magdaléna Voldřichová (2025)
  • Bára Vavřinková (2025)
  • Petra Suchá (2024)

Journal articles

  1. Zita Aleš, Novozámský Adam, Zitová Barbara, Šorel Michal, Herbst Ch., Vydrová J., Švec J. G.: Videokymogram Analyzer Tool: Human-computer comparison, Biomedical Signal Processing and Control 78 Download Download DOI: 10.1016/j.bspc.2022.103878 [2022]
  2. Novozámský Adam, Mahdian Babak, Saic Stanislav: Extended IMD2020: a large‐scale annotated dataset tailored for detecting manipulated images, IET Biometrics 10 4 (2021), p. 392-407 Download Download DOI: 10.1049/bme2.12025 [2021]
  3. Kumar S. P., Phadke K. V., Vydrová J., Novozámský Adam, Zita Aleš, Zitová Barbara, Švec J. G.: Visual and Automatic Evaluation of Vocal Fold Mucosal Waves Through Sharpness of Lateral Peaks in High-Speed Videokymographic Images, Journal of Voice 34 2 (2020), p. 170-178 Download Download DOI: 10.1016/j.jvoice.2018.08.022 [2020]
  4. Novozámský Adam, Šorel Michal: Detection of Copy-move Image Modification Using JPEG Compression Model, Forensic Science International 283 1 (2018), p. 47-57 Download DOI: 10.1016/j.forsciint.2017.11.031 [2018]
  5. Novozámský Adam, Flusser Jan, Tachecí I., Sulík L., Bureš J., Krejcar O.: Automatic blood detection in capsule endoscopy video, Journal of Biomedical Optics 21 12 (2016), p. 1-8 Download DOI: 10.1117/1.JBO.21.12.126007 [2016]
  6. 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]
  7. Mahdian Babak, Novozámský Adam, Saic Stanislav: Detecting Cyclostationarity in Re-Captured LCD Screens, Journal of Forensic Research 6 4 (2015) Download DOI: 10.4172/2157-7145.1000294 [2015]

Other publications

  1. Kerepecký Tomáš, Šroubek Filip, Novozámský Adam, Flusser Jan: NeRD: Neural field-based Demosaicking, Proceedings of the 2023 IEEE International Conference on Image Processing (ICIP), p. 1735-1739 Download DOI: 10.1109/ICIP49359.2023.10221948 [2023]
  2. Staněk R., Kerepecký Tomáš, Novozámský Adam, Šroubek Filip, Zitová Barbara, Flusser Jan: Real-Time Wheel Detection and Rim Classification in Automotive Production, Proceedings of the 2023 IEEE International Conference on Image Processing (ICIP), p. 1410-1414 Download DOI: 10.1109/ICIP49359.2023.10223161 [2023]
  3. Zita Aleš, Greško Šimon, Novozámský Adam, Šorel Michal, Zitová Barbara, Švec J. G., Vydrová J.: Automatic Estimation of Mucosal Waves Lateral Peak Sharpness – Modern Approach, IS&T International Symposium on Electronic Imaging 2023 Image Processing: Algorithms and Systems XXI Download DOI: 10.2352/EI.2023.35.9.IPAS-300 [2023]
  4. Zitová Barbara, Bouchner P., Kulich M., Horák K., Šroubek Filip, Kamenický Jan, Novozámský Adam, Tůma O., Přeučil L., Novotný S.: System Software Extension (2022) Download [2022]
  5. Picek L., Novozámský Adam, Čapková Frydrychová Radmila, Zitová Barbara, Mach P.: Monitoring of Varroa Infestation rate in Beehives: A Simple AI Approach, IEEE International Conference on Image Processing 2022 : Proceedings, p. 3341-3345 Download DOI: 10.1109/ICIP46576.2022.9897809 [2022]
  6. Bílková Zuzana, Bartoš Michal, Dominec Adam, Greško Šimon, Novozámský Adam, Zitová Barbara, Paroubková Markéta: ASSISLT: Computer-aided speech therapy tool, Signal Processing : A publication of the European Association for Signal Processing (EURASIP), p. 598-602 Download DOI: 10.23919/EUSIPCO55093.2022.9909627 [2022]
  7. Novozámský Adam, Vít D., Šroubek Filip, Franc J., Krbálek M., Bílková Zuzana, Zitová Barbara: Automated Object Labeling For CNN-Based Image Segmentation, 2020 IEEE International Conference on Image Processing (ICIP), p. 2036-2040 Download DOI: 10.1109/ICIP40778.2020.9191320 [2020]
  8. Bílková Zuzana, Novozámský Adam, Bartoš Michal, Dominec Adam, Greško Šimon, Zitová Barbara, Paroubková Markéta, Flusser Jan: Human Computer Interface Based on Tongue and Lips Movements and its Application for Speech Therapy System, Electronic Imaging, Visualization and Data Analysis 2020 Download DOI: 10.2352/ISSN.2470-1173.2020.1.VDA-389 [2020]
  9. Novozámský Adam, Mahdian Babak, Saic Stanislav: IMD2020: A Large-Scale Annotated Dataset Tailored for Detecting Manipulated Images, 2020 IEEE Winter Applications of Computer Vision Workshops (WACVW), p. 71-80 Download DOI: 10.1109/WACVW50321.2020.9096940 [2020]
  10. Svec J. G., Kumar S. P., Phadke K. V., Vydrová J., Novozámský Adam, Zita Aleš, Zitová Barbara: Evaluation of Mucosal Waves Through Sharpness of Lateral Peaks in Videokymographic Images, PAN-EUROPEAN VOICE CONFERENCE 2019 Voicing Science and Experience, p. 90-90, Eds: Iwarsson Jenny, Thorsen Stine Løvind Download [2019]
  11. Bílková Zuzana, Novozámský Adam, Dominec Adam, Zitová Barbara, Greško Šimon, Paroubková Markéta: ASSISLT - Automated Software System in Speech-language Therapy, PAN-EUROPEAN VOICE CONFERENCE 2019 Voicing Science and Experience, p. 13-13, Eds: Iwarsson Jenny, Thorsen Stine Løvind Download [2019]
  12. Bílková Zuzana, Novozámský Adam, Dominec Adam, Greško Šimon, Zitová Barbara, Paroubková Markéta: Automatic Evaluation of Speech Therapy Exercises Based on Image Data, Image Analysis and Recognition : 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27–29, 2019, p. 397-404, Eds: Karray Fakhri , Campilho Aurélio, Yu Alfred Download DOI: 10.1007/978-3-030-27202-9_36 [2019]
  13. Novozámský Adam, Zita Aleš, Zitová Barbara, Šorel Michal, Švec J. G., Vydrová J.: Digital image processing for objective videokymography, World Congress on Medical Physics & Biomedical Engineering 2018, Book of Abstracts, p. 229-229, Eds: Lhotska Lenka, Sukupova Lucie Download [2018]
  14. Paroubková Markéta, Bílková Zuzana, Zitová Barbara, Novozámský Adam, Dominec Adam: ASSISLT - Automatizovaný softwarový systém pro logopedickou terapii, XXVI. konference AKL : Poruchy orofaciální motoriky a hlasu v praxi klinické logopedie [2018]
  15. Paroubková M., Bílková Zuzana, Novozámský Adam, Dominec A., Zitová Barbara: Automatizovaný softwarový systém pro logopedickou terapii, Pražský logopedický den 2018 Download [2018]
  16. Novozámský Adam: Selected Application Areas of Image Processing: Image Forensics and Medical Imaging, Czech Technical University in Prague (Praha, 2017) Download [2017]
  17. Novozámský Adam, Zita Aleš, Šorel Michal, Zitová Barbara, Švec J.G., Vydrová J.: Automatické hodnocení videokymografických záznamů pro časnou diagnostiku a prevenci nádorových onemocnění hlasivek (2017) Download [2017]
  18. Vydrová J., Švec J. G., Zitová Barbara, Novozámský Adam, Zita Aleš, Šorel Michal: METODIKA HODNOCENÍ PORUCH HLASU Z VIDEOKYMOGRAFICKÝCH ZÁZNAMŮ (2017) Download [2017]
  19. Zitová Barbara, Novozámský Adam, Zita Aleš, Šorel Michal, Švec J.G., Vydrová J.: VKGanalyzer: objective analysis of vocal fold vibrations, Proceedings of the AIMed 2017 (2017) Download [2017]
  20. Novozámský Adam, Šorel Michal: JPEG Compression Model in Copy-move Forgery Detection, Proceedings of the Seventh International Conference on Image Processing Theory, Tools and Applications Download DOI: 10.1109/IPTA.2017.8310139 [2017]
  21. Zitová Barbara, Šroubek Filip, Kamenický Jan, Mahdian Babak, Novozámský Adam, Saic Stanislav, Zita Aleš, Šíma Z., Švarc P., Hořínek J.: Imaging device identification and detection of image tampering, Abstract book of 7th European Academy of Forensic Science Conference Download [2015]
  22. Mahdian Babak, Novozámský Adam, Saic Stanislav: Identification of Aliasing-Based Patterns in Re-Captured LCD Screens, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 616-620 Download DOI: 10.1109/ICIP.2015.7350872 [2015]
  23. Novozámský Adam, Sedlář Jiří, Zita Aleš, Šroubek Filip, Flusser Jan, Švec J. G., Vydrová J., Zitová Barbara: Image Analysis of Videokymographic Data, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 78-82 Download DOI: 10.1109/ICIP.2015.7350763 [2015]
  24. Mahdian Babak, Novozámský Adam, Saic Stanislav: Determination of Stop-Criterion for Incremental Methods Constructing Camera Sensor Fingerprint, Digital-Forensics and Watermarking, p. 47-59 Download DOI: 10.1007/978-3-319-19321-2_4 [2015]
  25. 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]
  26. Novozámský Adam, Sedlář Jiří, Zita A., Švec J. G., Zitová Barbara, Flusser Jan, Hauzar D.: Computer-Assisted Evaluation of Videokymographic Data, International Journal on Biomedicine and Healthcare 1 1 (2013), p. 49-49 Download [2013]
  27. Novozámský Adam, Sedlář Jiří, Zita Aleš, Herbst Ch., Švec J. G., Zitová Barbara, Flusser Jan: VKFD: Computerized Analysis of Videokymographic Data, PEVOC, p. 293-294 Download [2013]
  28. Saic Stanislav, Novozámský Adam: Identifikace chromatických vad v digitálních fotografiích (2012) Download [2012]
  29. Saic Stanislav, Novozámský Adam: Identifikace reprodukovaných digitálních fotografií (2012) Download [2012]
  30. Novozámský Adam: Rima Glottidis Segmentation by Thresholding Using Graph Cuts, Doktorandské dny 2012 sborník workshopu doktorandů FJFI oboru Matematické inženýrství, p. 177-185, Eds: Ambrož P., Masáková Z. [2012]
  31. Sedlář Jiří, Novozámský Adam, Švec J.G., Zitová Barbara, Flusser Jan: Measurement of Vocal Fold Features in Videokymography Images, Proc. BioImage Informatics, p. 53 Download [2012]
  32. Novozámský Adam: Source Camera Identification Based on PRNU Invariant to Zoom, Doktorandské dny 2011 sborník workshopu doktorandů FJFI oboru Matematické inženýrství, p. 163-173, Eds: Ambrož P., Masáková Z. [2011]
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