This course aims at offering a self-contained account of image processing and computational photography and its underlying concepts, including the recent use of deep learning.

The topics that will be covered are:

introduction to image processing and computational photography
sampling and quantization
image acquisition
deep learning
generative methods
image signal processing
image enhancement
feature description and detection
sensor and image quality assessment
image compression
applications