Doc. RNDr. Barbara Zitová, Ph.D.
vedoucí oddělení
Životopis
Seznam publikací
Barbara Zitová získala titul Ph.D. v oboru softwarových systémů na Univerzitě Karlově v Praze v roce 2000. Je vedoucí oddělení zpracování obrazu v Ústavu teorie informace a automatizace Akademie věd ČR v Praze. Přednáší kurzy Zpracování digitálního obrazu a Wavelety ve zpracování obrazu. Je autorkou či spoluautorkou více než 70 vědeckých publikací v těchto oblastech, včetně monografií Moments and Moment Invariants in Pattern Recognition (Wiley, 2009) a 2D and 3D Image Analysis by Moments (Wiley, 2016). V roce 2010 obdržela ocenění SCOPUS 1000 Award za více než 1000 citací jednoho článku. Barbara Zitová se také věnuje řadě redakčních a organizačních aktivit;
Ph.D studenti:
- RNDr. Miroslav Beneš, PhD, 2014
- Mgr. Jan Blažek, PhD, 2018
- Mgr. Zuzana Kovaříková, PhD, 2025
Projekty:
ALMARVI - Algorithms, Design Methods, and Many-Core Execution Platform for Low-Power Massive Data-Rate Video and Image Processing - 01.04.2014 - 31.03.2017 - head of the ZOI UTIA team
Knihy a kapitoly
- : Automated Actor Recognition in Video Content, Data Science in Applications : Towards AI-Driven Approaches, p. 3-22, Eds: Dzemyda G., Bernatavičienė J., Kacprzyk J. Stáhnout DOI: 10.1007/978-3-031-88486-3_1 [2025]
- : 2D and 3D Image Analysis by Moments, John Wiley & Sons (Chichester, 2016) Stáhnout DOI: 10.1002/9781119039402 [2016]
- : 模式识别中时矩和矩不变量, John Wiley & Univ. of Science and Technology of China Press (Hefei, 2014) Stáhnout [2014]
- : Data a znalosti v biomedicíně a zdravotnictví, Karolinum (Praha, 2010) Stáhnout [2010]
- : Moments and Moment Invariants in Pattern Recognition, Wiley & sons (Chichester, 2009) [2009]
- : Image fusion: a powerful tool for object identification, Imaging for Detection 2006. NATO Advance Study Institute, p. 1-20 Stáhnout [2006]
- : Invariants to convolution and rotation, Invariants for Pattern Recognition and Classification, p. 23-46, World Scientific (Singapore, 2000) [2000]
Články v časopisech
- : Videokymogram Analyzer Tool: Human-computer comparison, Biomedical Signal Processing and Control 78 Stáhnout Stáhnout DOI: 10.1016/j.bspc.2022.103878 [2022]
- : Complete and Incomplete Sets of Invariants, Journal of Mathematical Imaging and Vision 63 1 (2021), p. 917-922 Stáhnout Stáhnout DOI: 10.1007/s10851-021-01039-x [2021]
- : 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 Stáhnout Stáhnout DOI: 10.1016/j.jvoice.2018.08.022 [2020]
- : A computer-assisted system for handheld whole-breast ultrasonography, International Journal of Computer Assisted Radiology and Surgery 14 3 (2019), p. 509-516 Stáhnout Stáhnout DOI: 10.1007/s11548-018-01909-7 [2019]
- : Image Restoration in Portable Devices: Algorithms and Optimization, Journal of Signal Processing Systems for Signal Image and Video Technology 91 1 (2019), p. 9-20 Stáhnout Stáhnout DOI: 10.1007/s11265-018-1410-7 [2019]
- : Improvement of the visibility of concealed features in artwork NIR reflectograms by information separation, Digital Signal Processing 60 1 (2017), p. 140-151 Stáhnout DOI: 10.1016/j.dsp.2016.09.007 [2017]
- : PIZZARO: Forensic analysis and restoration of image and video data, Forensic Science International 264 1 (2016), p. 153-166 Stáhnout DOI: 10.1016/j.forsciint.2016.04.027 [2016]
- : Recognition of Images Degraded by Gaussian Blur, IEEE Transactions on Image Processing 25 2 (2016), p. 790-806 Stáhnout DOI: 10.1109/TIP.2015.2512108 [2016]
- : Performance evaluation of image segmentation algorithms on microscopic image data, Journal of Microscopy 275 1 (2015), p. 65-85 Stáhnout DOI: 10.1111/jmi.12186 [2015]
- : Projection Operators and Moment Invariants to Image Blurring, IEEE Transactions on Pattern Analysis and Machine Intelligence 37 4 (2015), p. 786-802 Stáhnout DOI: 10.1109/TPAMI.2014.2353644 [2015]
- : Comments on "Weed Recognition using Image Blur Information" by Peng, Z. & Jun, C., Biosystems Engineering 110 (2), p. 198-205”, Biosystems Engineering 2014 126 (2014), p. 104-108 Stáhnout DOI: 10.1016/j.biosystemseng.2014.08.001 [2014]
- : Automatic Determination of the Size of Elliptical Nanoparticles from AFM Images, Journal of Nanoparticle Research 15 8 (2013), p. 1-10 Stáhnout DOI: 10.1007/s11051-013-1842-8 [2013]
- : A Comment on a Novel Approach for the Registration of Weak Affine Images, Pattern Recognition Letters 34 12 (2013), p. 1381-1385 Stáhnout DOI: 10.1016/j.patrec.2013.04.024 [2013]
- : On the Recognition of Wood Slices by Means of Blur Invariants, Sensors and Actuators A - Physical 198 1 (2013), p. 113-118 Stáhnout DOI: 10.1016/j.sna.2013.04.035 [2013]
- : Nephele – Smart Digital Memory of Artwork Conservation, ERCIM News 86, p. 47-48 Stáhnout [2011]
- : An application of image processing in the medieval mosaic conservation, Pattern Analysis and Applications 7 1 (2004), p. 18-25 Stáhnout [2004]
- : Weighted thin-plate spline image denoising, Pattern Recognition 36 12 (2003), p. 3027-3030 [2003]
- : Image registration methods: a survey, Image and Vision Computing 21 11 (2003), p. 977-1000 Stáhnout [2003]
- : Digital image processing in art conservation, ERCIM News, p. 44-45 [2003]
- : Moment forms invariant to rotation and blur in arbitrary number of dimensions, IEEE Transactions on Pattern Analysis and Machine Intelligence 25 2 (2003), p. 234-246 Stáhnout [2003]
- : A new wavelet-based measure of image focus, Pattern Recognition Letters 23 14 (2002), p. 1785-1794 Stáhnout [2002]
- : How to measure the pose robustness of object views, Image and Vision Computing 20 4 (2002), p. 249-256 Stáhnout [2002]
- : Invariants to convolution in arbitrary dimensions, Journal of Mathematical Imaging and Vision 13 2 (2000), p. 101-113 Stáhnout [2000]
- : Combined invariants to linear filtering and rotation, International Journal of Pattern Recognition and Artificial Intelligence 13 8 (1999), p. 1123-1136 Stáhnout [1999]
- : Landmark recognition using invariant features, Pattern Recognition Letters 20 5 (1999), p. 541-547 Stáhnout [1999]
- : Robust detection of significant points in multiframe images, Pattern Recognition Letters 20 2 (1999), p. 199-206 Stáhnout [1999]
Ostatní publikace
- : STAR: Screen Time and Actor Recognition in Video Content, Pattern Recognition : 46th DAGM German Conference, DAGM GCPR 2024, p. 270-284 Stáhnout DOI: 10.1007/978-3-031-85187-2_17 [2025]
- : Real-Time Wheel Detection and Rim Classification in Automotive Production, Proceedings of the 2023 IEEE International Conference on Image Processing (ICIP), p. 1410-1414 Stáhnout DOI: 10.1109/ICIP49359.2023.10223161 [2023]
- : Video Superresolution in Real Forensic Cases, Proceedings of the 11th International Workshop on Biometrics and Forensics - IWBF2023 Stáhnout [2023]
- : Automatic Estimation of Mucosal Waves Lateral Peak Sharpness – Modern Approach, IS&T International Symposium on Electronic Imaging 2023 Image Processing: Algorithms and Systems XXI Stáhnout DOI: 10.2352/EI.2023.35.9.IPAS-300 [2023]
- : System Software Extension (2022) Stáhnout [2022]
- : Monitoring of Varroa Infestation rate in Beehives: A Simple AI Approach, IEEE International Conference on Image Processing 2022 : Proceedings, p. 3341-3345 Stáhnout DOI: 10.1109/ICIP46576.2022.9897809 [2022]
- : ASSISLT: Computer-aided speech therapy tool, Signal Processing : A publication of the European Association for Signal Processing (EURASIP), p. 598-602 Stáhnout DOI: 10.23919/EUSIPCO55093.2022.9909627 [2022]
- : Jak to v těch datech najít?, České uživatelské fórum Copernicus 2021 Stáhnout Stáhnout [2022]
- : Multimodal data fusion in remote sensing, České uživatelské fórum Copernicus 2021 Stáhnout [2021]
- : System Software Stack (2020) Stáhnout [2020]
- : Subpixel precision in registration of multimodal datasets, International Conference Florence Heri-tech: the Future of Heritage Science and Technologies 2020, Online Edition, IOP Publishing (2020) Stáhnout DOI: 10.1088/1757-899x/949/1/012007 [2020]
- : Automated Object Labeling For CNN-Based Image Segmentation, 2020 IEEE International Conference on Image Processing (ICIP), p. 2036-2040 Stáhnout DOI: 10.1109/ICIP40778.2020.9191320 [2020]
- : Human Computer Interface Based on Tongue and Lips Movements and its Application for Speech Therapy System, Electronic Imaging, Visualization and Data Analysis 2020 Stáhnout DOI: 10.2352/ISSN.2470-1173.2020.1.VDA-389 [2020]
- : What can AI see in artworks?, 2019 Fifth International Conference on Image Information Processing Proceedings Stáhnout [2019]
- : Seeing the unseen, 2019 IEEE International Symposium on Information Theory (ISIT) Stáhnout [2019]
- : Multi-source data analysis Stáhnout [2019]
- : 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 Stáhnout [2019]
- : 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 Stáhnout [2019]
- : 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 Stáhnout DOI: 10.1007/978-3-030-27202-9_36 [2019]
- : Inverse problems in image restoration: from basic principles to current deep-learning trends (TUTORIAL), International Conference on Acoustics, Speech,and Signal Processing (ICASSP 2019) Stáhnout [2019]
- : 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 Stáhnout [2018]
- : ASSISLT - Automatizovaný softwarový systém pro logopedickou terapii, XXVI. konference AKL : Poruchy orofaciální motoriky a hlasu v praxi klinické logopedie [2018]
- : Automatizovaný softwarový systém pro logopedickou terapii, Pražský logopedický den 2018 Stáhnout [2018]
- : Restoration and Recognition of Blurred Images, IEEE (Piscataway, 2018) Stáhnout Stáhnout [2018]
- : Information separation in art investigation - a survey, PROCEEDINGS of the sixth International workshop on Image Processing for Art Investigation (IP4AI 2018), p. 18-20 Stáhnout [2018]
- : Improvement of the visibility of concealed features in misregistered NIR reflectograms by deep learning, Florence Heri-Tech - The Future of Heritage Science and Technologies Stáhnout DOI: 10.1088/1757-899X/364/1/012058 [2018]
- : QUANTIFYING KYMOGRAPIC WAVEFORM WITH BEZIER CURVES, The 12th International Conference on Advances in Quantitative Laryngology, Voice and Speech Research, p. 21-21 Stáhnout [2017]
- : Automatické hodnocení videokymografických záznamů pro časnou diagnostiku a prevenci nádorových onemocnění hlasivek (2017) Stáhnout [2017]
- : Metodika ultrazvukového vyšetření prsou (2017) Stáhnout [2017]
- : METODIKA HODNOCENÍ PORUCH HLASU Z VIDEOKYMOGRAFICKÝCH ZÁZNAMŮ (2017) Stáhnout [2017]
- : Software pro sledování pohybu UZ sondy (2017) Stáhnout [2017]
- : VKGanalyzer: objective analysis of vocal fold vibrations, Proceedings of the AIMed 2017 (2017) Stáhnout [2017]
- : Breast ultrasound examination: 3D-enhanced tool for precise analysis, Proceedings of the AIMed 2017 Stáhnout [2017]
- : Evaluating Spatial Coverage of Breast Examination with Free-hand Ultrasound Transducer, BISTEC 2017 10th International Joint Conference on Biomedical Engineering Systems and Technologies, p. 128-133, Eds: Silveira Margarida, Fred Ana, Gamboa Hugo, Vaz Mário Stáhnout DOI: 10.5220/0006249101280133 [2017]
- : HANDLING BLUR (Tutorial), Proceedings of the 23rd International Conference on Pattern Recognition Stáhnout [2016]
- : Variational Bayesian Image Reconstruction with an Uncertainty Model for Measurement Localization, Proc. 2016 24th European Signal Processing Conference (EUSIPCO), p. 723-727 Stáhnout DOI: 10.1109/EUSIPCO.2016.7760343 [2016]
- : Imaging device identification and detection of image tampering, Abstract book of 7th European Academy of Forensic Science Conference Stáhnout [2015]
- : PSF accuracy measure for evaluation of blur estimation algorithms, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 2080-2084 Stáhnout DOI: 10.1109/ICIP.2015.7351167 [2015]
- : Forensics image and video restoration, Abstract book of 7th European Academy of Forensic Science Conference Stáhnout [2015]
- : Image Analysis of Videokymographic Data, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 78-82 Stáhnout DOI: 10.1109/ICIP.2015.7350763 [2015]
- : Softwarový modul projektu SONO (2014) Stáhnout [2014]
- : PIZZARO - Prostředky pro identifikaci obrazového záznamového zařízení, autentifikaci a rekonstrukci obrazu (2014) Stáhnout [2014]
- : Optical properties of historical paint pigments under near infrared (NIR) radiation, ACTA ARTIS ACADEMICA 2014, p. 35-41, Eds: Hradil David, Hradilová Janka Stáhnout [2014]
- : M3art: A Database of Models of Canvas Paintings, Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection. EuroMed 2014, p. 176-185 Stáhnout DOI: 10.1007/978-3-319-13695-0_17 [2014]
- : Comparative evaluation of image segmentation algorithms for microscopic cross-section samples, Proceedings of 18th International Microscopy Congress, p. 4183-4184 Stáhnout [2014]
- : Low-cost mobile system for multispectral cultural heritage data acquisition, Digital Heritage International Congress, p. 73-79 Stáhnout [2013]
- : Image Fusion for Difference Visualization in Art Analysis, Digital Heritage International Congress, p. 653-656 Stáhnout [2013]
- : Computer-Assisted Evaluation of Videokymographic Data, International Journal on Biomedicine and Healthcare 1 1 (2013), p. 49-49 Stáhnout [2013]
- : VKFD: Computerized Analysis of Videokymographic Data, PEVOC, p. 293-294 Stáhnout [2013]
- : Blur Invariants and Projection Operators, Signal Processing, Pattern Recognition and Applications, p. 305-312, Eds: Linsen L., Kampel M. DOI: 10.2316/P.2013.798-018 [2013]
- : Odhalování kopií pomocí matematického zpracování obrazu, část I: teoretická východiska a princip metody, ACTA ARTIS ACADEMICA 2012: KNOWLEDGE AND EXPERIENCE IN THE FINE ART, p. 141-147 [2012]
- : System Nephele (2012) Stáhnout [2012]
- : Measurement of Vocal Fold Features in Videokymography Images, Proc. BioImage Informatics, p. 53 Stáhnout [2012]
- : Removing the Artifacts from Artwork Cross-section Images, Proceedings of the 18th IEEE International Conference on Image Processing, p. 3598-3601 Stáhnout [2011]
- : Detection of Elliptical Particles in Atomic Force Microscopy Images, ICASSP 2011: IEEE International Conference on Acoustics, Speech, and Signal Processing, p. 1233-1236 Stáhnout DOI: 10.1109/ICASSP.2011.5946633 [2011]
- : Contrast preserving color fusion, Color Imaging XVI: Displaying, Processing, Hardcopy, and Applications - Proceedings of the SPIE 2011 DOI: 10.1117/12.872392 [2011]
- : Image fusion for art analysis, Proceedings of SPIE , p. 786908-1-786908-9 Stáhnout DOI: 10.1117/12.872420 [2011]
- : A framework for virtual restoration of ancient documents by combination of multispectral and 3D imaging, Eurographics Italian Chapter Conference, p. 1-7, Eds: Puppo E., Brogni A., de Floriani L. Stáhnout DOI: 10.2312/LocalChapterEvents/ItalChap/ItalianChapConf2010/001-007 [2010]
- : Quality Improvement of Multispectral Images for Ancient Document Analysis, EUROMED 2010, 3rd International Conference dedicated on Digital Heritage, p. 29-34, Eds: Ioannides M., Fellner D., Georgopoulos A., Hadjimitsis D. Stáhnout [2010]
- : Analysis of painting materials on multimodal microscopic level, Proceedings of SPIE IS&T/SPIE Electronic Imaging 2010, Eds: Stork D. G., Coddington J., Bentkowska-Kafel A. Stáhnout DOI: 10.1117/12.838872 [2010]
- : Image Fusion - principles, methods, and applications - tutorial [2010]
- : Moments and Moment Invariants in Pattern Recognition - 6th IASTED Conference on Signal Processing, Pattern Recognition and Applications (SSPA'09) [2009]
- : Tutorial on Image Fusion for Image and Video Quality Enhancement [2009]
- : Fresco restoration: digital image processing approach, Proceedings of the 17th European Signal Processing Conference (EUSIPCO 2009, p. 1210-1214 Stáhnout [2009]
- : The Material Description and Classification in Nephele System for Artwork Restoration, Proceedings of the 14th International Conference on Virtual Systems and Multimedia, p. 63-67, Eds: Ioannides M., Addison A., Georgopoulos A., Kalisperis L. Stáhnout [2008]
- : Tutorial: Survey and Recent Advances in Image Registration and Fusion, Abstracts Book of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, p. 27-27 [2008]
- : Image registration by means of moment invariants, MatGeos 1st Workshop on Mathematical Geosciences, p. 5-5 Stáhnout [2008]
- : Fusion in Image Processing (Tutorial), Proc. 11th Int'l. Conf. on Information Fusion, p. 1-4 [2008]
- : Image processing in material analyses of artworks, Proceedings of VISAPP 2008, p. 521-524, Eds: Ranchordas A. K. N., Araujo H. J. [2008]
- : Tutorial: Image Fusion - Principles, Methods, and Applications, Proceedings of the 15th European Signal Processing Conference, p. 1-2 [2007]
- : Methods of Digital Image Processing in Non-photo-realistic Imaging, ÚTIA AV ČR (Praha, 2007) [2007]
- : Nephele:Electronic Database of Materials Research of Paintings, The Future of Heritage, p. 79-79 [2007]
- : Wavelets for Texture Description in Nephele System, WDS'06 Proceedings of Contributed Papers, p. 151-156, Eds: Šafránková J., Pavlů J. [2006]
- : Image Fusion: A Powerful Tool for Object Identification, ÚTIA AV ČR (Praha, 2006) [2006]
- : Projekt elektronické databáze výsledků materiálového průzkumu malířských děl, Technologia Artis, p. 64-69 [2006]
- : The Image Processing System for Art Specimens: Nephele, Proceedings of 14th European Signal Processing Conference. EUSIPCO 2006, p. 1-5 [2006]
- : Cervical cancer detection using colposcopic images: a temporal approach, Proceedings of the Mexican International Conference on Computer Science ENC'05, p. 1-7 [2005]
- : Image registration: A survey and recent advances. Tutorial, Proceedings of the 12th IEEE International Conference on Image Processing. ICIP'05, p. 1-2, IEEE (Los Alamitos, 2005) [2005]
- : Microscopic cross-sections of old artworks, Proceedings of the 12th IEEE International Conference on Image Processing. ICIP'05, p. 578-581, IEEE (Los Alamitos, 2005) [2005]
- : Zpracování termografických snímků temporomandibulárního kloubu pacientů pomocí metod zpracování obrazu, Digitální zobrazování v biologii a medicíně 2005, p. 2, Entomologický ústav AV ČR (České Budějovice, 2005) [2005]
- : Nephele: Databáze restaurátorských zpráv s možností vyhledávání podle textové a obrazové informace, ÚTIA AV ČR (Praha, 2005) [2005]
- : Image Registration: A Survey and Recent Advances, ÚTIA AV ČR (Praha, 2005) [2005]
- : Invariants to convolution with circularly symmetric PSF, International Conference on Pattern Recognition. ICPR 2004, p. 11-14 Stáhnout [2004]
- : Weighted thin-plate spline image denoising, WDS '03 Proceedings of Contributed Papers, p. 132-138, MFF UK (Praha, 2003) [2003]
- : IMARE. Image Registration Toolbox for MATLAB. (Program), ÚTIA AV ČR (Praha, 2003) Stáhnout Stáhnout [2003]
- : Weighted thin-plate spline image denoising, Computer Analysis of Images and Patterns. Proceedings, p. 730-737, Eds: Petkov N., Westenberg M. A., Springer (Berlin, 2003) [2003]
- : Conservation of "The Last Judgement" mosaic: Image processing, Proceedings of the 8th Computer Vision Winter Workshop. CVWW'03, p. 169-174, Czech Pattern Recognition Society (Prague, 2003) [2003]
- : Application of image processing for the conservation of the medieval mosaic, Proceedings of the IEEE International Conference on Image Processing. ICIP'02, p. 993-996, IEEE (Rochester, 2002) Stáhnout [2002]
- : Estimation of camera planar motion from blurred images, Proceedings of the IEEE International Conference on Image Processing. ICIP'02, p. 329-332, IEEE (Rochester, 2002) Stáhnout [2002]
- : The Application of Digital Image Processing in "The Last Judgment" Mosaic Conservation, ÚTIA AV ČR (Praha, 2002) [2002]
- : Metody pro detekování dodatečných manipulací s digitálními obrazy, ÚTIA AV ČR (Praha, 2001) [2001]
- : Registrace obrazů aneb jak využít více různých snímků téhož objektu, Digitální zobrazování v biologii a medicíně 2001, p. 11-16, Entomologický ústav AV ČR (České Budějovice, 2001) [2001]
- : Combined invariants to convolution and rotation and their application to image registration, Advances in Pattern Recognition - ICAPR 2001. Proceedings, p. 359-368, Eds: Singh S., Murshed N., Kropatsch W., Springer (Berlin, 2001) [2001]
- : Combined invariants to convolution and rotation, Workshop on Image and Signal Processing and Analysis, p. 87-92, University of Zagreb (Pula, 2000) [2000]
- : Feature point detection in multiframe images, Proceedings of the Czech Pattern Recognition Workshop 2000, p. 117-122, Czech Pattern Recognition Society (Praha, 2000) Stáhnout [2000]
- : Two methods for comparing different views of the same object, Proceedings of the 10th British Machine Vision Conference, p. 1-10, University of Nottingham (Nottingham, 1999) Stáhnout [1999]
- : Invariant-based registration of rotated and blurred images, IEEE 1999 International Geoscience and Remote Sensing Symposium. Proceedings, p. 1262-1264, IEEE Computer Society (Los Alamitos, 1999) Stáhnout [1999]
- : Recognition of landmarks distorted by fish-eye lens, Simposio Iberoamericano de Reconocimiento de Patrones, p. 611-622, Instituto Politecnico Nacional (Habana, 1999) Stáhnout [1999]
- : Feature point detection in blurred images, Image and Vision Computing. Proceedings, p. 103-108, Eds: Klette R., Gimel'farb G., Kakarala R., University of Auckland (Auckland, 1998) [1998]
- : Implementation of a Mammogram Enhancement Algorithm, Flinders University of South Australia (Adelaide, 1997) [1997]
- : Mammogram Project Breast Pair Similarities, Flinders University of South Australia (Adelaide, 1997) [1997]
- : Recognition of Navigation Marks by Robot Vision System, ÚTIA AV ČR (Praha, 1996) [1996]
- : Registration of Radiometrically Deformed Images by Invariant Descriptors. Ph.D. Thesis