I’m looking for a recommendation for a book on image processing geared to tasks you typically encounter doing computer vision with deep learning: image augmentation and light preprocessing. Ideally, in a quick-start format.
Does anybody have their favourite image processing book to recommend?
I’m keen on finding something in lighter format but if I don’t succeed, I’ll go with that suggestion. Thank you!
The Pocket Handbook of Image Processing Algorithms in C: http://adaptiveart.eecs.umich.edu/2011/wp-content/uploads/2011/09/The-pocket-handbook-of-image-processing-algorithms-in-C.pdf
It uses the C language and is a few decades old but it contains a lot of the common image processing algorithms in a handy reference.
I read Computer Vision for Special Effects in college and reference it often. The “special effects” in the title does it a disservice, it really gives great explanations for the fundamentals and is widely applicable. Coupled with the online material provided by the professor, it’s a great read.
I think this is a good book looking at the content, I am planning on reading it