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Questia Digital Library: Questia is the online library that provides 24/7 access to the world's largest online collection of over 67,000 books and 155,000 journal articles in the Physics, Chemistry, Humanities and Social Sciences.
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/