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Teaching GuideTerm Faculty of Computer Science |
| Grao en Ciencia e Enxeñaría de Datos |
 Subjects |
| Image, Video and Audio Processing |
| Contents |
| Identifying Data | 2023/24 | |||||||||||||
| Subject | Image, Video and Audio Processing | Code | 614G02028 | |||||||||||
| Study programme |
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| Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
| Graduate | 2nd four-month period |
Third | Obligatory | 6 | ||||||||||
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| Topic | Sub-topic |
| 1. Introduction to the representation of visual information. Preprocessing |
The digital image and its properties Image digitalization Properties, metrics and topology Statistical properties, histogram Gray level transformations Geometric transformations Interpolation |
| Fundamentals of visual information processing. | Spatial filters: Convolution Frequency filters: Fourier Applications: Noise, Enhancement, Smoothing Morphological Operators Edge Operators |
| Image Modeling and Analysis | Keypoints (Corners, Singular Points) Shape Descriptors Contours Representations Texture |
| Fundamentals of Segmentation and Pattern Recognition | Thresholding Region-based segmentation AI-based segmentation (Clustering, ...etc) Hough Transform Deformable models. Segmentation Evaluation Pattern Recognition and Image Classification |
| Fundamentals of Dynamic Vision | Motion Detection and Characterization Optical Flow Tracking |
| Fundamentos de Procesado y represantación de información sonora | Descriptores Temporales Descriptores Espectrales Descriptores cepstrales |
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