Computer Vision Metrics: Textbook Edition by Scott Krig PDF

By Scott Krig

Based at the winning 2014 booklet released by way of Apress, this textbook variation is accelerated to supply a complete historical past and cutting-edge survey for basic machine 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 desktop imaginative and prescient subject matters. The survey covers every little thing from characteristic descriptors, local and international function metrics, characteristic studying architectures, deep studying, neuroscience of imaginative and prescient, neural networks, and targeted instance architectures to demonstrate machine imaginative and prescient and software program optimization equipment.    
To supplement the survey, the textbook contains helpful analyses which supply perception into the objectives of assorted equipment, why they paintings, and the way they are optimized.    
The textual content promises an important survey and a helpful taxonomy, therefore supplying a key studying instrument for college students, researchers and engineers, to complement the various potent hands-on assets and open resource initiatives, equivalent to OpenCVand different imaging and deep studying instruments.   

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Computer Vision Metrics: Textbook Edition by Scott Krig

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