Computer vision metrics : survey, taxonomy and analysis of computer vision, visual neuroscience, and deep learning /: survey, taxonomy and analysis of computer vision, visual neuroscience, and deep learning. (2016)

• Record Type: Book
• Further Information: Note: Scott Krig.
• Authors: Krig, Scott
• Contents: Image Capture and Representation.- Image Re-processing.- Global and Regional Features.- Local Feature Design Concepts.- Taxonomy of Feature Description Attributes.- Interest Point Detector and Feature Descriptor Survey.- Ground Truth Data, Content, Metrics, and Analysis.- Vision Pipeline and Optimizations.- Feature Learning Architecture Taxonomy and Neuroscience Background.- Feature Learning and Deep Learning Architecture Survey. .
• Edition: Textbook edition
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xviii, 637 pages), illustrations (some color)
• Subjects: 006.3/7; Computer science; Computer vision; Computer vision; Computers -- Database Management -- Data Mining; Technology & Engineering -- Electronics -- General; Computers -- Intelligence (AI) & Semantics; Data mining; Imaging systems & technology; Artificial intelligence; Artificial intelligence; Data mining; Engineering; Electronic books
• Languages: English
• ISBNs: 9783319337623; 3319337629
• Related ISBNs: 9783319337616; 3319337610
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed September 27, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.