The Computer Vision Systems Group has existed since 1987, and its current work focuses on advanced machine learning optimalisation and computer vision methods, including semantic interpretation of model behavior, multimodal processing and registration of visual data, object detection in satellite imagery, and specialized applications—from personalized occlusal splint design to 3D data visualization, emphasizing effectiveness, scalability, and high-quality image analysis.
The group’s co-founder and long-time head was Dr. Eng. Ryszard Winiarczyk. The Computer Vision Systems Group is now led by Associate Professor Krzysztof Domino.
Group leader:
Group members:
2025
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2025. Solving rescheduling problems in heterogeneous urban railway networks using hybrid quantum-classical approach. Journal of Rail Transport Planning & Management. 34(100521)
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2025. Statistical analysis of geoinformation data for increasing railway safety. Journal of Rail Transport Planning & Management. 34(100517)
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2025. On the Baltimore Light RailLink into the quantum future. Scientific Reports. 15(29576)
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2025. Analytical assessment of workers' safety concerning direct and indirect ways of getting infected by dangerous pathogen. Journal of Computational Science. 85(102509)
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2025. dpVision: environment for multimodal images. SoftwareX. 30(102093)
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2025. Transformation trees – documentation of multimodal image registration. Computers in Biology and Medicine. 193(110311)
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2025. Visualization of a multidimensional point cloud as a 3D swarm of avatars. Applied Sciences. 15(7209)
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2025. Simon's Period Finding on a Quantum Annealer. 2025 IEEE International Conference on Quantum Computing and Engineering (QCE). (1.3 MB)
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2025. Computer-Aided Design of Personalized Occlusal Positioning Splints Using Multimodal 3D Data. Computer Vision and Image Understanding. 262C(104527)
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2025. Quantitative Techniques for Assessing Fatigue Damage After Failure. Book of Abstracts of the 3rd International Symposium on Risk Analysis and Safety of Complex Structures (September 11–12, 2025 in Wrocław, Poland).
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2025. A Scalable and Automated Recurrence Plot Method for Detecting Climate Change: The Case of the UTCI Bioclimatic Index in Central Europe. IEEE Transactions on Geoscience and Remote Sensing. 63
2024
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2024. Statistical method for analysis of interactions between chosen protein and chondroitin sulfate in an aqueous environment. The 16th International Conference "Dynamical Systems – Theory and Applications" (DSTA 2021).
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2024. Hybrid quantum-classical computation for automatic guided vehicles scheduling. Scientific Reports. 14
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2024. Studies of the Interaction Dynamics in Albumin–Chondroitin Sulfate Systems by Recurrence Method. The 16th International Conference "Dynamical Systems – Theory and Applications" (DSTA 2021).
2023
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2023. Quantum annealing in the NISQ era: railway conflict management. Entropy. 25
2022
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2022. Quadratic and Higher-Order Unconstrained Binary Optimization of Railway Rescheduling for Quantum Computing. Quantum Information Processing. 21(9)
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2022. Statistical quality assessment of Ising-based annealer outputs. Quantum Information Processing. 21
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2022. Effect of ion and binding site on the conformation of chosen glycosaminoglycans at the albumin surface. Entropy 2022, 24, 811..
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2022. Will you infect me with your opinion? Physica A: Statistical Mechanics and its Applications. 608(128289)
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2022. Możliwość zastosowania obliczeń kwantowych w modelowaniu systemów i procesów transportowych. Transport Miejski i Regionalny. 09
2021
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2021. Analysis of Protein Intramolecular and Solvent Bonding on Example of Major Synovial Fluid Component. Gadomski A. (eds) Water in Biomechanical and Related Systems. Biologically-Inspired Systems. 17:93-105.
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2021. Water Behvaior Near the Lipid Bilayer. Gadomski A. (eds) Water in Biomechanical and Related Systems. Biologically-Inspired Systems. 17:107-130.
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2021. Multimodal imagery in forensic incident scene documentation. Sensors. 21(4)
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2021. Statistical analysis of nanofiber mat AFM images by gray-scale-resolved Hurst exponent distributions. Applied Sciences. 11(2436)
2020
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2020. Multivariate cumulants in outlier detection for financial data analysis. Physica A: Statistical Mechanics and its Applications. 558
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2020. Changes of Conformation in Albumin Protein with Temperature. Entropy. 405(22(4))
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2020. Skanery3D - trójwymiarowe obrazowanie powierzchni. Inżynieria Biomedyczna - podstawy i zastosowania; Tom 8 - Obrazowanie Biomedyczne.
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2020. Integracja obrazowania wielomodalnego w zastosowaniu do wspomagania diagnostyki stomatologicznej, planowania i oceny wyników leczenia. Inżynieria Biomedyczna - podstawy i zastosowania; Tom 8 - Obrazowanie Biomedyczne.
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2020. Analysis of AFM images of Nanofibre Mats for Automated Processing. Tekstilec. 63(2)
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2020. Interactions between Beta-2-glycoprotein-1 and phospholipid bilayer – a molecular dynamic study. Membranes. 10(12)
2019
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2019. An algorithm for arbitrary–order cumulant tensor calculation in a sliding window of data streams. International Journal of Applied Mathematics and Computer Science. 29(1):206.
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2019. Applying computational geometry to designing an occlusal splint. Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications. CompIMAGE 2018. Lecture Notes in Computer Science. vol 10986
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2019. Computational multivariate modeling of electrical activity of the porcine uterus during spontaneous and hormone-induced estrus. Experimental Physiology. 104(3)
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2019. The hierarchy of the features of uterine myoelectrical activity during estrus cycle in sows. 52nd Annual Conference of Physiology and Pathology of Reproduction. 54:p.26.
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2019. Dynamic Occlusion Surface Estimation from 4D Multimodal Data. Information Technology in Biomedicine. ITIB 2019. Advances in Intelligent Systems and Computing. vol 1011
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2019. Applying computational geometry to designing an occlusal splint. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (TCIV).
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2019. The dynamics of the stomatognathic system from 4D multimodal data. In A.Gadomski (ed.): Multiscale Locomotion: Its Active-Matter Addressing Physical Principles.
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2019. Investigating conformation changes and network formation of mucin in joints functioning in human locomotion. In A.Gadomski (ed.): Multiscale Locomotion: Its Active-Matter Addressing Physical Principles.
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2019. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. PP-RAI'2019. :p.121.
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2019. Zastosowanie cyfrowych modeli gnatostatycznych. Opis przypadku / The application of digital gnathostatic models. Case report. In A. Machorowska-Pieniążek (ed.): Ortodoncja w praktyce. Teksty wybrane. Tom 1/2.
2018
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2018. Properties of quantum stochastic walks from the asymptotic scaling exponent. Quantum Information and Computation. 18(3&4)
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2018. Efficient computation of higher order cumulant tensors. SIAM J. SCI. COMPUT.. 40(3):A1610.
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2018. Random walk analysis of cave maps for exemplary gypsum caves- mazes of Western Ukraine. Landform Analysis . 36
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2018. Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns. Forensic Science International. 290
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2018. Methods of Tooth Equator Estimation. Computer and Information Sciences.
2017
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2017. The use of the multi-cumulant tensor analysis for the algorithmic optimisation of investment portfolios. Physica A: Statistical Mechanics and its Applications. 467
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2017. Superdiffusive quantum stochastic walk definable on arbitrary directed graph. Quantum Information & Computation. 17(11&12)
2016
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2016. Statistical analysis of digital images of periodic fibrous structures using generalized Hurst exponent distributions. Physica A: Statistical Mechanics and its Applications. 452:167-177.
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2016. Pseudo exchange bias due to rotational anisotropy. Journal of Magnetism and Magnetic Materials. 412:7–10.
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2016. Multimodal Image Registration for Mandible Motion Tracking. Information Technologies in Medicine: 5th International Conference, ITIB 2016 Kamień Śląski, Poland, June 20 - 22, 2016 Proceedings, Volume 1. :179–191.
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2016. Modification of the ICP Algorithm for Detection of the Occlusal Area of Dental Arches. Information Technologies in Medicine: 5th International Conference, ITIB 2016 Kamień Śląski, Poland, June 20 - 22, 2016 Proceedings, Volume 1. :97–106. (488.43 KB)
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2016. Forming an Occlusal Splint to Support the Therapy of Bruxism. Information Technologies in Medicine: 5th International Conference, ITIB 2016 Kamień Śląski, Poland, June 20 - 22, 2016 Proceedings, Volume 2. :267–273. (265.29 KB)
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2016. Progressive reduction of meshes with arbitrary selected points. Man-Machine Interactions 4. :525–533.
2015
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2015. Classification of LPG clients using the Hurst exponent and the correlation coeficient. Theoretical and Applied Informatics. 27(1):13–24.
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2015. Optical determination of hemp fiber structures by statistical methods. Proceedings of Aachen-Dresden International Textile Conference.
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2015. The use of copula functions for modeling the risk of investment in shares traded on world stock exchanges. Physica A. 424:142–151.
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2015. Examination of hairiness changes due to washing in knitted fabrics using a random walk approach. Textile Research Journal. 85 (20)
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2015. Image Processing and Analysis of Textile Fibers by Virtual Random Walk. Proceedings of the Federated Conference on Computer Science and Information Systems. 5:717–720.
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2015. Multimodal Image Data Integration and Analysis for the Purposes of Orthodontic Diagnosis. Annual Report Polish Academy of Sciences. :59–61.
2014
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2014. Visualization of heterogenic images of 3D scene. Man-Machine Interacions 3. :291–297.
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2014. Comparison of photgrammetric techniques for surface reconstruction from images to reconstruction from laser scanning. Theoretical and Applied Informatics. 26:161–178.
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2014. Assumptions for a software tool to support the diagnosis of the stomatognathic system: data gathering, visualizing compund models and their motion. Novel Methodology of Both diagnosis and Therapy of Bruxism. :51–56.
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2014. Techniques of processing and segmentation of 3d geometric models for detection of the occlusal area of dental arches. Novel Methodology of Both Diagnosis and Therapy of Bruxism. :57–62.
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2014. Acquisition of mandible movement with a 3D scanner. Novel Methodology of Both Diagnosis and Therapy of Bruxism. :63–67.
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2014. Integration of multimodal image data for the purposes of supporting the diagnosis of the stomatognatic system. Novel Methodology of Both Diagnosis and Therapy of Bruxism. :68–75.
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2014. The use of copula functions for modeling the risk of investment in shares traded on the Warsaw Stock Exchange. Physica A. 413:77–85.
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2014. The use of copula functions for predictive analysis of correlations between extreme storm tides. Physica A. 413:489–497.
2013
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2013. A METHOD OF MECHANICAL CONTROL OF STRUCTURE-PROPERTY RELATIONSHIP IN GRAINS-CONTAINING MATERIAL SYSTEMS. ACTA PHYSICA POLONICA B. 44
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2013. Fractal dimensions of cave for exemplary gypsum cave-mazes of Western Ukraine. Landform Analysis. 22
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2013. Fractal dimensions of gypsum cave-mazes of Western Ukraine. Speleology and Karstology.
2012
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2012. The use of the Hurst exponent to investigate the global maximum of the Warsaw Stock Exchange WIG20 index. Physica A. 391:156–169.
2011
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2011. Optimization of Mesh Representation for Progressive Transmission. Theoretical and Applied Informatics. 23:263–275.
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2011. The use of the Hurst exponent to predict changes in trends on the Warsaw Stock Exchange. Physica A. 390:98–109.
2010
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2010. Purpose of cephalometric computations in craniofacial surgery. Bulletin of the Polish Academy of Sciences: Technical Sciences. 58:403–407.
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2010. Calculating the position of the observer in 3D using 2D images for the interactive presentation of virtual objects. Theoretical and Applied Informatics. 22:177–186.
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2010. Applications of Computer Vision in Medicine and Protection of Monuments. Theoretical and Applied Informatics. 22:203–223.
2009
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2009. Computer Vision Support for the Orthodontic Diagnosis. International Conference on Man-Machine Interactions in Memoriam Adam Mrózek.
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2009. From museum exhibits to 3D models. Man-Machine Interactions. :477–486.
2008
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2008. Correction of error in 3D reconstruction induced by CT gantry tilt. Journal of Medical Informatics & Technologies. 12:169–175.
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2008. System of computer aiding diagnostic of Squint with applying analysis of the signal of the move of the eye. Theoretical and Applied Informatics. 20:3–14.
2007
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2007. Digital dental models and 3D patient photographs registration for orthodontic documentation and diagnostic purposes. Computer Recognition Systems: Proceedings of 5th International Conference on Computer Recognition Systems CORES'07.
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2007. Automatic Mering of 3D atribute meshes.. Computer Recognition Systems 2, seria: Advances in Soft Computing 45, Part I. :645–652.
2006
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2006. The application of 3D Computer Vision In Orthodontics. Annual Report Polish Academy of Sciences. :58-59.
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2006. Automatic Registration and Merging of 3D Surface Scans of Human Head. Medical Informatics & Technology. :75–81.
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2006. Computer system for the analysis of facial features based on 3d surface scans.. Medical Informatics and Technology. :377–382.
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2006. System for facial tissue reconstruction based on dowel method. Medical Informatics & Technology. :383–387.
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2006. Model of the oculomotoric system for diagnosis of Squint. Proceedings of the XI International Conference Mecical Informatics & Technology MIT 2006. :193–198.
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2006. Computer System for the Registration and Fusion of Multimodal Images for the Purposes of Orthodontics. Journal of Medical Informatics and Technologies.
2005
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2005. Using active models for finding landmarks. Journal of Medical Informatics & Technologies. 9:225–232.
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2005. 3D head surface scanning techniques for orthodontics.. Journal of Medical Informatics & Technologies. 9:123–130.
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2005. The application of 3D surfaces scanning in the facial features analysis. Journal of Medical Informatics & Technologies. 9:233–240.
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2005. Landmarks Identification Using Active Appearance Model. Archiwum Informatyki Teoretycznej i Stosowanej. 17:235–249.
2004
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2004. Model of the oculomotoric system for diagnosis of Squint. International Workshop on Biometric Technologies: Special Forum on Modeling and Simulation.
2003
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2003. Multilayer model of the oculomothoric system for computer based diagnosis of squint. VIII International Conference Medical Informatics & Technologies - MIT'2003.
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2003. Computer-aided longitudinal description of deformation and its application to craniofacial growth in humans. Archiwum Informatyki Teoretycznej i Stosowanej.
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2003. Stereovision Techniques for the Three-Dimensional Cephalogram. E-he@lth in Common Europe.
2002
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2002. System for toolmark analysis in forensic laboratory. Archiwum Informatyki Teoretycznej i Stosowanej. 14:3–16.
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2002. Detekcja i opis deformacji struktur na podstawie sekwencji obrazów cyfrowych. Działalność Naukowa, PAN, Wybrane zagadnienia.
2001
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2001. Landmark-based quantitative description of deformation. KOSYR. :119–124.
2000
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2000. Computer-assisted analysis of striated toolmarks and impressions. Second European Academy of Forensic Science Meeting.
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2000. Zastosowanie systemu OBER2 w diagnostyce zeza. Journal of Medical Informatics and Technologies vol 5.
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2000. Symulator widoków wielościanów uzyskiwanych za pomocą głowicy stereowizualnej – implementacja i zastosowania. Archiwum Informatyki Teoretycznej i Stosowanej. 12
1999
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1999. Programowe platformy dla zagadnień wizji komputerowej. Zeszyty Naukowe Politechniki Śląskiej, Seria: Informatyka. 37:57–81.
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1999. Mobile Stereovision Strategies. II Krajowa Konferencja ,,Metody i systemy komputerowe w badaniach naukowych i projektowaniu inżynierskim”. :531–536.
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1999. Software Tool for Microscope Image Comparison (SOMIC). Archiwum Informatyki Teoretycznej i Stosowanej.
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1999. Model-based 3D-Shape Recovery by Aspect Graphs. Machine Graphics & Vision. 8
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1999. Komputerowe metody oceny deformacji twarzo-czaszki na podstawie sekwencji teleradiogramów. II Krajowa Konferencja ,,Metody i systemy komputerowe w badaniach naukowych i projektowaniu inżynierskim. :109–114.
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1999. Trójwymiarowa komputerowa ocena deformacji twarzowej części czaszki w oparciu o analizę par wzajemnie prostopadłych teleradiogramów. Techniki Informacyjne w Medycynie. :163–169.
1998
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1998. Kryteria pasowania punktów charaktery-stycznych w stereowizji. Zeszyty Naukowe Politechniki Śląskiej, Seria: Informatyka. 35:209–223.
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1998. Wybrane aspekty implementacji analizy wzrostu twarzo-czaszki metodą tensorów. Techniki Informatyczne w Medycynie. :BP–21–31.
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1998. Displacement and rotation estimation by cluster matching. Archiwum Informatyki Teoretycznej i Stosowanej.
1997
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1997. Model procesu tworzenia obrazu rentgenowskiego. Zeszyty Naukowe Politechniki Śląskiej.
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1997. Detekcja i estymacja parametrów ruchu z wykorzystaniem klasteryzacji. Zeszyty Naukowe Politechniki Śląskiej.
