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I'm searching for Computer Vision: A Modern Approach (2nd Edition) pdf?
I’ll build off Denys Rozumnyi’s answer. There are different books useful for learning different areas of computer vision. Geometry. Multiple View Geormetry by Hartley and Zisserman. Low-level vision (corner and edge detection etc.), feature matching, system building, optimization. Computer Vision. Algorithms and Applications by Richard Szeliski. This books gives a much broader view of the entire field. More recent deep learning. Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville. Latest and greatest developments in vision. Papers published at CVPR, ICCV and ECCV conferences.
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There are other books like Deep Learning in Action and Deep Learning for Machine vision that are good for this kind of thing.