Knowledge Transfer between Computer Vision and Text Mining: Similarity-based Learning Approaches
Author:   Radu Tudor Ionescu ,  Marius Popescu
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2016
ISBN:  

9783319303659


Pages:   250
Publication Date:   09 May 2016
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Knowledge Transfer between Computer Vision and Text Mining: Similarity-based Learning Approaches


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Author:   Radu Tudor Ionescu ,  Marius Popescu
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2016
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   5.884kg
ISBN:  

9783319303659


ISBN 10:   3319303651
Pages:   250
Publication Date:   09 May 2016
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Motivation and Overview.- Learning Based on Similarity.- Part I: Knowledge Transfer from Text Mining to Computer Vision.- State of the Art Approaches for Image Classification.- Local Displacement Estimation of Image Patches and Textons.- Object Recognition with the Bag of Visual Words Model.- Part II: Knowledge Transfer from Computer Vision to Text Mining.- State of the Art Approaches for String and Text Analysis.- Local Rank Distance.- Native Language Identification with String Kernels.- Spatial Information in Text Categorization.- Conclusions.

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Author Information

Dr. Radu Tudor Ionescu is an Assistant Professor in the Department of Computer Science at the University of Bucharest, Romania. Dr. Marius Popescu is an Associate Professor at the same institution.

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