Download E-books Computer Vision Metrics: Textbook Edition PDF

Based at the profitable 2014 booklet released through Apress, this textbook variation is extended to supply a entire heritage and state of the art survey for primary computing device imaginative and prescient tools. 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 issues. The survey covers every thing from characteristic descriptors, local and international function metrics, characteristic studying architectures, deep studying, neuroscience of imaginative and prescient, neural networks, and distinct instance architectures to demonstrate laptop imaginative and prescient and software program optimization equipment.    
To supplement the survey, the textbook comprises worthy analyses which offer perception into the pursuits of assorted tools, why they paintings, and the way they're optimized.    
The textual content grants a necessary survey and a useful taxonomy, hence supplying a key studying device for college students, researchers and engineers, to complement the numerous powerful hands-on assets and open resource initiatives, corresponding to OpenCVand different imaging and deep studying instruments.   

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