| Additional title: |
3D Vision and Motion Analysis |
| Additional title: |
Visión 3D y Análisis del Movimiento |
| Date: |
2025-26 |
| Abstract: |
This subject aims to provide students with a comprehensive understanding of 3D vision and its intersection with modern learning-based methods. Building upon fundamental computer vision concepts, the course explores how deep learning techniques have revolutionized our ability to perceive, model, and understand three-dimensional representations from visual data. Students will learn to work with various 3D representations, understand image formation principles, develop skills in single and multi-view 3D inference, and explore advanced topics such as neural rendering and generative 3D models. By the end of this subject, students should be able to design and implement learning-based solutions for 3D vision problems, understand the challenges and limitations of current approaches, and apply these techniques in practical applications ranging from robotics and autonomous driving to virtual reality and computer graphics. |
| Rights: |
Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, la comunicació pública de l'obra i la creació d'obres derivades, fins i tot amb finalitats comercials, sempre i quan es reconegui l'autoria de l'obra original.  |
| Language: |
Català, anglès, castellà |
| Studies: |
Grau en Intel·ligència Artificial [2504392] |
| Study plan: |
Intel·ligència Artificial [1497] |
| Document: |
Objecte d'aprenentatge |
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