Zespół Komputerowych Systemów Wizyjnych istnieje od 1987 roku obecne jego prace skupiają się na zaawansowanych metodach uczenia maszynowego, wizji komputerowej oraz optymalizacji, obejmując semantyczną interpretację działania modeli, multimodalne przetwarzanie i rejestrację danych wizyjnych, detekcję obiektów w obrazach satelitarnych oraz specjalistyczne zastosowania—od personalizowanego projektowania szyn okluzyjnych po wizualizację danych 3D—podkreślając znaczenie skuteczności, skalowalności i wysokiej jakości analizy obrazu.
Współzałożycielem i wieloletnim kierownikiem zespołu był dr inż. Ryszard Winiarczyk. Obecnie pracami Zespołu Komputerowych Systemów Wizyjnych kieruje dr hab. Krzysztof Domino.
Kierownik:
Członkowie zespołu:
Submitted
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Submitted. EMU circulation planning for Silesian Railways: case study and a quantum approach. arxiv preprint.
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Submitted. Thermodynamic significance of QUBO encoding on quantum annealers. ArXiv preprint.
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.
