جست‌وجوی استاد و پژوهشگر

• Computer Vision
• Image Processing
• Machine Learning
• +۵ مورد دیگر

Prof. Ing. Adam Herout, Ph.D., is a faculty member at the Faculty of Information Technology (FIT) of Brno University of Technology (BUT). He serves as Deputy Head of the Department of Computer Graphics and Multimedia (DCGM), focusing on computer vision, image processing, and 3D reconstruction. His research spans traffic surveillance, augmented reality, and real-time processing, with applications in medical imaging and autonomous systems. Academic Rank: Professor Department: Computer Graphics and Multimedia Email: herout@fit.vut.cz Herout's research interests lie in computer vision, machine learning, and their interdisciplinary applications. He has pioneered techniques for camera calibration using vehicle landmarks, density-based traffic analysis, and medical imaging solutions like cranial implant design. His work combines theoretical advancements with practical implementations in real-time systems. Key trends in his 15 most recent articles (2019–2023) include deep learning for traffic analysis, medical image segmentation, and optimization of computer vision algorithms. Sub-fields span from automated checkout systems to CNN-based AFM data correction, reflecting his interdisciplinary expertise. Scientific recognitions include the Commemorative Medal of FIT BUT (Bronze 2012, Silver 2019) and the Imagine Cup 2013. He leads the Computer Graphics Research Group at FIT and chairs disciplinary committees.

Jan Kybicمشاهده پروفایل

استاد

• Medical Imaging
• Image Processing Algorithms
• Biomedical Engineering
• +۴ مورد دیگر

Jan Kybic is a Full Professor in the Department of Cybernetics at the Faculty of Electrical Engineering, Czech Technical University. He leads the Biomedical Imaging Algorithms (BIA) group and actively pursues collaborations in medical and biological image processing. He is involved in academic leadership as head of the master's program in Medical Electronics and Bioinformatics and the PhD program in Bioengineering . Member of Scientific Councils at Czech Technical University, Masaryk University, and Charles University His research focuses on algorithms for medical imaging, particularly in dental radiography and ultrasound systems. Recent work includes automated caries detection and ultrasound system development. He mentors for the CTU International Postdoc Programme and advocates for interdisciplinary projects in biomedical imaging. Notable research trends: Integration of machine learning in diagnostic imaging, optimization of medical device algorithms, and cross-domain applications of cybernetics in healthcare. He maintains active collaborations and welcomes opportunities for joint projects in image analysis or biomedical signal processing.

• Augmented Reality
• Robotics
• Computer Vision
• +۳ مورد دیگر

Vítězslav Beran is an Associate Professor at the Department of Computer Graphics and Multimedia (DCGM) within Brno University of Technology . His research focuses on Augmented Reality , Robotics , and Computer Vision . Role: Vice-dean for Marketing and External Relations Contact: beranv@fit.vut.cz, vicedean-foreign@fit.vut.cz Research interests include: Augmented Reality Applications Human-robot Interaction Image and Video Processing 3D User Interfaces His recent publications (2019-2024) explore: End-User Robot Programming Reachability Solutions in Industrial AR Drone Control Systems 3D Interaction Techniques Projects span both academic research and practical applications in: Embedded Systems Computer Vision Algorithms Collaborative Workspace Design Patents include: 2015: Multifunctional Camera System 2012: Data Distribution Method Teaching activities: Image Processing Computer Graphics User Interface Programming Advanced Computer Vision

Erik Dernerمشاهده پروفایل

پژوهشگر

• Human-Centric Artificial Intelligence
• Large Language Models
• Robotics
• +۶ مورد دیگر

Erik Derner is an ELLIS Postdoctoral Researcher at the ELLIS Unit Alicante, focusing on human-centric AI and ethical LLMs. He collaborates with Prof. Robert Babuška's Machine Learning team at the Czech Institute of Informatics, Robotics, and Cybernetics (CIIRC) and contributes to the VIVES project under the PERTE of New Language Economy. His work addresses biases in LLMs, AI safety, and security, while also exploring symbolic regression for robotics and reinforcement learning. Education: Ph.D. in Robotics and Machine Learning (2022) from Czech Technical University in Prague, with B.Sc. and M.Sc. in Open Informatics. Erik's research spans human-centric AI , large language models , robotics , computer vision , and reinforcement learning . He emphasizes ethical and secure AI development, particularly for underrepresented languages. His work integrates symbolic regression with neural networks to create interpretable and efficient models for robotics. Recent publications highlight his focus on LLM security , gender bias analysis , and symbolic regression for dynamic systems. Notable trends include ethical AI, multimodal red-teaming, and physics-informed modeling. Scientific Awards: Werner von Siemens Award (2023) for his Ph.D. thesis. CTU FEE Dean's Award (2023) for a prestigious dissertation. Erik supervises student projects in robotics, AI ethics, and LLM security, including internships and theses on topics like mental health risks, toxicity evaluation, and real-time assistance for the visually impaired.

• Image Restoration
• Blind Deconvolution
• Superresolution
• +۵ مورد دیگر

Assoc. Prof. Filip Šroubek, Ph.D., DSc. is a Professor of Applied Mathematics at the Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University , and an Associate Professor at the Faculty of Mathematics and Physics, Charles University . He serves as Deputy Head of the Department of Image Processing at the Czech Academy of Sciences. His career spans postdoctoral research at Instituto de Optica (CSIC, Madrid) and a Fulbright scholarship at University of California, Santa Cruz . Education: M.Sc. in Computer Science, Czech Technical University (1998) Ph.D. in Computer Science, Charles University (2003) D.Sc. (Habilitation), Czech Academy of Sciences (2014) Research Interests: Šroubek specializes in image restoration , blind deconvolution , and superresolution , with applications in biomedical imaging, forensic analysis, and mobile device optimization. His work on multi-object tracking and blur-invariant algorithms bridges theoretical and applied computer vision. Publication Trends: His recent articles focus on neural networks for image processing (2025), biomedical imaging (2024), and dynamic object tracking (2021-2023). Collaborations span neuroscience , materials science , and forensic engineering . Scientific Awards: Fulbright Visiting Scholarship (2010/2011) Honorable Mention at GCPR (2019) Outstanding Contribution Award (2013) Advising & Grants: Supervised projects include PIZZARO (forensic image analysis), 4D-STEM/PNBD (electron diffraction), and SONO (ultrasound technology). Grants emphasize interdisciplinary applications of image processing in medicine and engineering. Labs & Teams: Affiliated with the Department of Image Processing (UTIA, Czech Academy of Sciences) , he collaborates with teams in biomedical imaging, quantum dot characterization, and mobile technology optimization.

• Seismic modeling
• Data processing
• 2D and 3D computer graphics
• +۳ مورد دیگر

Václav Bucha is a research geophysicist at the Department of Geophysics, Faculty of Mathematics and Physics, Charles University in Prague. Since 1998, he has been contributing to seismic modeling, data processing, and computational geophysics. Education: 1985: Graduated from Faculty of Science, Charles University, Prague (Geophysics, equivalent to MSc) – diploma thesis on seismodynamic characteristics of the Kladno-Rakovnik basin. 1987: RNDr degree, Charles University, Prague (Geophysics). 1993: PhD, Czech Academy of Sciences – thesis on discrimination between earthquakes and explosion sources in North Western Bohemia. Research Interests: His work spans seismic modeling , including ray tracing and migration techniques, data processing for seismic exploration, and computer graphics for 3D visualization. He focuses on anisotropic wave propagation, particularly in triclinic and orthorhombic media, and develops computational tools for seismic imaging. Publications & Trends: His recent work (2012-2023) emphasizes Kirchhoff prestack depth migration in anisotropic models, advancing imaging techniques for complex subsurface structures. Earlier contributions include finite-difference modeling and source discrimination studies. Contact: bucha@seis.karlov.mff.cuni.cz | Office: (+420) 22191 1423 | Location: T 035, Troja Lecture Hall Building, Prague 8.

Iveta Hnetynkovaمشاهده پروفایل

دانشیار

• Numerical Mathematics
• Linear Algebra
• Inverse Problems
• +۵ مورد دیگر

Iveta Hnetynkova is an Associate Professor at the Department of Numerical Mathematics, Faculty of Mathematics and Physics, Charles University in Prague. She specializes in numerical linear algebra, inverse problems, and regularization methods, with applications in image processing and scientific computing. Education: Doctor of Natural Sciences (RNDr.) from Charles University (2003) Ph.D. in Scientific Computations from Charles University (2006) Habilitation thesis on error-contaminated linear approximation (2019) Research Interests: Krylov subspace methods Total Least Squares (TLS) formulations Noise revealing in discrete inverse problems Tensor generalizations and structured matrices Applications in image processing and jewelry defect analysis Scientific Awards: Visegrad Group Young Researcher Award (2014) J. Jirsa Prize for textbook excellence (2013) I. Babuska Prize (2nd place) (2007) SVOČ Prize in mathematics (2003)

Václav Hlaváčمشاهده پروفایل

استاد

• Computer Vision
• 3D Scene Reconstruction
• Pattern Recognition
• +۸ مورد دیگر

Václav Hlaváč is a Professor of Engineering Cybernetics at the Czech Institute of Informatics, Robotics and Cybernetics (CIIRC), part of the Czech Technical University in Prague (CTU). He serves as Head of the Department of Robotics and Machine Perception, Deputy Director of CIIRC, and holds roles in university governance. His work bridges academic leadership with cutting-edge research. PhD in Control Engineering (CTU, 1987) Professor at CTU (1998–present) Founder of the Center for Machine Perception (1996) Research Interests Hlaváč specializes in: Computer Vision – 3D scene reconstruction, video sequence analysis, and image processing Pattern Recognition – Statistical and structural methods, ordinal classification Autonomous Robotics – Manipulation of soft materials and industrial applications His recent work focuses on robotic cable segmentation , digital twins for manufacturing, and event camera technology . Publications span journals like Information Sciences and IEEE Robotics and Automation Letters , with over 18,000 Google Scholar citations. Scientific Awards Research fellowship, Institute of Control Problems (Moscow, 1986) Research fellowship, University of Sussex (1989) Visiting professorships at TU Vienna (1993, 1995) Teaching & Publications He authored the textbook Image Processing, Analysis, and Machine Vision (4th ed, 2015) and maintains teaching resources in English and Czech . His Center for Machine Perception has been active since 1996.

Jiří Žáraمشاهده پروفایل

استاد

• Virtual Reality
• Computer Graphics
• Computational Geometry
• +۳ مورد دیگر

Jiří Žára is a Professor at the Czech Technical University in Prague, currently serving as Head of the Department of Computer Graphics and Interaction within the Faculty of Electrical Engineering. With a career spanning over four decades at the institution, he has held roles from PhD student (1982-1986) through Assistant Professor (1986-1997), Associate Professor (1997-2007), to Full Professor status since 2007. Department Head: 2008-present Computer Graphics Group Leader: 2002-2008 Supervisor: Computer Graphics Laboratory His research focuses on Virtual Reality , 3D Modeling , and Computational Geometry , with particular emphasis on VR educational applications, historical city visualization, and geometric algorithms. He has contributed significantly to VRML standards and interactive visualization techniques. Key research trends evident in his 96+ publications include real-time deformation techniques for 3D models, adaptive caching systems in rendering, and automated colorization algorithms for historical cartoons. His work demonstrates strong interdisciplinary connections between computer graphics , cultural heritage preservation , and educational technology . As academic supervisor, he has guided numerous students including: Ondřej Pluhař (Interactive Tokamak Golem Model, 2011) Daniel Šrám (Virtual Gallery in St. Peter & Paul Church, 2010) Jan Zimandl (Castle Park VRML Tour, 2009) He leads multiple EU-funded projects including: ARiSE (Augmented Reality in School Environments) VHCE (Virtual Heart of Central Europe for cultural heritage) V3C (Visual Computing Competence Center) RCI (Research Center for Informatics)

Radek Valaمشاهده پروفایل

استادیار

• Web Information Systems
• Mobile Technology
• Cybersecurity
• +۳ مورد دیگر

Radek Vala serves as an Assistant Professor at the Institute of Informatics and Artificial Intelligence within the Faculty of Applied Informatics at Tomas Bata University in Zlín. His academic career spans over a decade at the institution, progressing from assistant to his current position since 2015. His educational background includes a Doctoral degree (2009-2015), Master's degree (2007-2009), and Bachelor's degree (2004-2007) in Engineering Informatics from Tomas Bata University, preceded by secondary education at Gymnasium in Bruntál. Vala's research focuses on web information systems development , mobile technology , and cybersecurity , with significant contributions to Industry 4.0 applications and modern development frameworks. His work bridges theoretical research with practical implementation through numerous industry collaborations. His publication portfolio demonstrates expertise across evolutionary algorithms , wavelet transforms , and security systems , showing consistent focus on optimization techniques and cybersecurity applications from 2011-2014. Gold Winner in Horizon Interactive Awards (School and University Websites category) 2nd place in Czech Golden Semicolon competition (Best Websites and Online Applications) As principal investigator for Ministry of Industry and Trade Innovation Voucher projects, Vala has led development of information systems for Industry 4.0 monitoring, order management, and CRM applications. He previously served as Head of Web Development for utb.cz (2017-2018), where he mentored over 50 students to completion of their Ing. degrees. Vala remains actively involved in the Penetration Testing Laboratory and Mobile Technology Testing Laboratory (PTLab) since 2015, contributing to practical security testing and mobile technology research.