Isbn: 9783319807911 - knowledge transfer between computer vision and text mining: similarity-based learning approaches (advances in computer vision and pattern recognition) (2 Ergebnisse)

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This ground-breaking text/reference divergesfrom the traditional view that computer vision (for image analysis) and stringprocessing (for text mining) are separate and unrelated fields of studypropounding that images and text can be treated in a similar manner for thepurposes of information retrieval, extraction and classification. Highlightingthe benefits of knowledge transfer between the two disciplines, the textpresents a range of novel similarity-based learning (SBL) techniques founded onthis approach. Topics and features: describes a variety of SBL approachesincluding nearest neighbor models, local learning, kernel methods, andclustering algorithms; presents a nearest neighbor model based on a noveldissimilarity for images; discusses a novel kernel for (visual) wordhistograms, as well as several kernels based on a pyramid representation; introducesan approach based on string kernels for native language identification; containslinks for downloading relevant open source code.…

Taschenbuch. Zustand: Neu. Knowledge Transfer between Computer Vision and Text Mining | Similarity-based Learning Approaches | Radu Tudor Ionescu (u. a.) | Taschenbuch | Advances in Computer Vision and Pattern Recognition | xxiv | Englisch | 2018 | Springer | EAN 9783319807911 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…