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Computer Vision Metrics: Textbook Edition
Ebook Download Computer Vision Metrics: Textbook Edition
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Based on the successful 2014 book published by Apress, this textbook edition is expanded to provide a comprehensive history and state-of-the-art survey for fundamental computer vision methods and deep learning. With over 800 essential references, as well as chapter-by-chapter learning assignments, both students and researchers can dig deeper into core computer vision topics and deep learning architectures. The survey covers everything from feature descriptors, regional and global feature metrics, feature learning architectures, deep learning, neuroscience of vision, neural networks, and detailed example architectures to illustrate computer vision hardware and software optimization methods. To complement the survey, the textbook includes useful analyses which provide insight into the goals of various methods, why they work, and how they may be optimized. The text delivers an essential survey and a valuable taxonomy, thus providing a key learning tool for students, researchers and engineers, to supplement the many effective hands-on resources and open source projects, such as OpenCV and other imaging and deep learning tools. File Size=22895 KB. Print Length=637 pages. Publisher=Springer; 1st ed. 2016 edition (September 16, 2016). Publication Date=September 16, 2016. Sold by=Amazon Digital Services LLC. Language=English. ASIN=B01LYUB1CY. Text-to-Speech=Enabled. X-Ray=Not Enabled. Word Wise=Not Enabled. Lending=Not Enabled. Enhanced Typesetting=Not Enabled. Amazon Best Sellers RankVoice RecognitionPattern Recognition3D Graphics=#2,144,687 Paid in Kindle Store (See Top 100 Paid in Kindle Store) .zg_hrsr { margin: 0; padding: 0; list-style-type: none; } .zg_hrsr_item { margin: 0 0 0 10px; } .zg_hrsr_rank { display: inline-block; width: 80px; text-align: right; } #153 in Books > Computers & Technology > Software > #252 in Kindle Store > Kindle eBooks > Computers & Technology > Programming > #791 in Books > Computers & Technology > Graphics & Design >.
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