Elena ŠikudováView profile
Associate Professor
Assoc. Prof. Elena Šikudová is an Associate Professor at the Faculty of Mathematics and Physics (Charles University) within the Department of Software and Computer Science Education . She has been affiliated with the Centre for Graphics and Geometric Computing (CGG) since 2017, where she leads the Computer Vision and Image Processing branch. Her teaching focuses on Machine Learning in Computer Vision , Computer Vision , and MATLAB Practicals . University: Charles University School: Faculty of Mathematics and Physics Department: Department of Software and Computer Science Education Academic Rank: Associate Professor Email: sikudova@cgg.mff.cuni.cz Research Interests: Elena Šikudová specializes in Computer Vision and Image Processing , with a focus on Medical Imaging , AI for Content Creation , 3D Shape Classification , and Saliency Detection . Her work bridges theoretical advancements and practical applications in domains such as retinal blood vessel segmentation, cloud rendering for image-based lighting, and pedestrian trajectory analysis. Publication Trends: Her publications (2003–2025) emphasize Deep Learning , 3D Reconstruction , and Visual Perception . Key contributions include Generative Adversarial Networks (GANs) for realistic cloud imagery, Self-Attention Mechanisms in medical imaging, and Tone Mapping Operators for HDR images. She also explores interdisciplinary applications in art analysis and urban visualization. Teaching & Collaborations: Elena Šikudová supervises Computer Graphics and Vision Seminars and collaborates on projects like MUVIS (Participatory Urban Planning) and SPINKLAR-3D (Augmented Reality). Her research integrates tools like MATLAB and GPU acceleration for efficient image processing.






