Introduction to Digital Image Processing (EL7007)
Graduate course, Universidad de Chile, Department of Electrical Engineering, 2021
A graduate course on digital image processing and its applications. Topics include pattern recognition, filter design, convolutional operations, color channel manipulation, and image segmentation. The course also covers applied deep learning using CNNs across domains such as biometrics, biomedical imaging, and mining inspection. Taught from 2021 to 2024.
Technologies and Tools
- Language: Python
- Libraries: OpenCV, NumPy, scikit-image
- Deep learning: TensorFlow / PyTorch