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| Artikel-Nr.: 5667A-9783030121976 Herst.-Nr.: 9783030121976 EAN/GTIN: 9783030121976 |
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| The book presents selected methods for accelerating image retrieval and classification in large collections of images using what are referred to as 'hand-crafted features.' It introduces readers to novel rapid image description methods based on local and global features, as well as several techniques for comparing images. Developing content-based image comparison, retrieval and classification methods that simulate human visual perception is an arduous and complex process. The book's main focus is on the application of these methods in a relational database context. The methods presented are suitable for both general-type and medical images. Offering a valuable textbook for upper-level undergraduate or graduate-level courses on computer science or engineering, as well as a guide for computer vision researchers, the book focuses on techniques that work under real-world large-dataset conditions. Weitere Informationen: | | Author: | Rafa? Scherer | Verlag: | Springer International Publishing | Sprache: | eng |
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| Weitere Suchbegriffe: maschinenbau und fertigungstechnik, ImageDescription; relationaldatabases; ComputationalIntelligence; Computervision; featuredetection; ImageIndexingTechniques, Computational Intelligence, Computer Vision, Feature Detection, Image Indexing Techniques, Image Description, Relational Databases |
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