Download e-book for iPad: Computer Vision Metrics: Textbook Edition by Scott Krig

By Scott Krig

Based at the winning 2014 ebook released by way of Apress, this textbook variation is extended to supply a finished heritage and state of the art survey for primary computing device imaginative and prescient equipment. With over 800 crucial references, in addition to chapter-by-chapter studying assignments, either scholars and researchers can dig deeper into middle computing device imaginative and prescient subject matters. The survey covers every thing from function descriptors, neighborhood and international function metrics, function studying architectures, deep studying, neuroscience of imaginative and prescient, neural networks, and unique instance architectures to demonstrate computing device imaginative and prescient and software program optimization tools.    
To supplement the survey, the textbook comprises important analyses which supply perception into the objectives of varied tools, why they paintings, and the way they're optimized.    
The textual content gives you an important survey and a precious taxonomy, therefore supplying a key studying software for college kids, researchers and engineers, to complement the numerous potent hands-on assets and open resource initiatives, reminiscent of OpenCVand different imaging and deep studying instruments.   

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Computer Vision Metrics: Textbook Edition by Scott Krig

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