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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