Foundations of Computer Vision
Historically, the first images that were purposely processed by computers were generated by 18th century scientists who were experimenting with ways of representing three-dimensional objects on two-dimensional surfaces. The field of computer vision took off in the 19th century when photography made it possible to capture images without having to draw them by hand. With the vast increase in visual data available for study, algorithms were developed to extract useful information while discarding irrelevant details. This article provides an overview of the various approaches that have been taken to tackling the challenge of computer vision, including machine learning, probabilistic models, and learning from few examples.
References:
https://en.wikipedia.org/wiki/Computer_vision
https://www.sciencedirect.com/topics/engineering/computer-vision
https://www.nature.com/articles/s42256-020-0302-z