ImageCLEF Experimental Evaluation in Visual Information Retrieval

The creation and consumption of content, especially visual content, is ingrained into our modern world. This book contains a collection of texts centered on the evaluation of image retrieval systems. To enable reproducible evaluation we must create standardized benchmarks and evaluation methodologie...

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Corporate Author: SpringerLink (Online service)
Other Authors: Müller, Henning (Editor), Clough, Paul (Editor), Deselaers, Thomas (Editor), Caputo, Barbara (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2010, 2010
Edition:1st ed. 2010
Series:The Information Retrieval Series
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Seven Years of Image Retrieval Evaluation
  • Data Sets Created in ImageCLEF
  • Creating Realistic Topics for Image Retrieval Evaluation
  • Relevance Judgments for Image Retrieval Evaluation
  • Performance Measures Used in Image Information Retrieval
  • Fusion Techniques for Combining Textual and Visual Information Retrieval
  • Track Reports
  • Interactive Image Retrieval
  • Photographic Image Retrieval
  • The Wikipedia Image Retrieval Task
  • The Robot Vision Task
  • Object and Concept Recognition for Image Retrieval
  • The Medical Image Classification Task
  • The Medical Image Retrieval Task
  • Participant reports
  • Expansion and Re–ranking Approaches for Multimodal Image Retrieval using Text–based Methods
  • Revisiting Sub–topic Retrieval in the ImageCLEF 2009 Photo Retrieval Task
  • Knowledge Integration using Textual Information for Improving ImageCLEF Collections
  • Leveraging Image, Text and Cross–media Similarities for Diversity–focused Multimedia Retrieval
  • Univ