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Computer Vision Fundamentals: Books

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Textbook(s)/ Supplementary Readings

Deep Learning: Ian Goodfellow, Yoshua Bengio, Aaron Courville, MIT Press 2016: this is the most comprehensive and latest text on Deep Learning, and particularly discusses the application in Computer Vision. http://www.deeplearningbook.org/

 

Computer Vision: Algorithms and Applications: This is the draft of a textbook recently written by Richard Szeliski, one of the leading researchers in the area, available in PDF form at http://szeliski.org/Book/