ImageCLEF Experimental Evaluation in Visual Information Retrieval /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Müller, Henning (Editor), Clough, Paul (Editor), Deselaers, Thomas (Editor), Caputo, Barbara (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Series: The Information Retrieval Series, 32
• Subjects: Computer science.; Computer system failures.; Information storage and retrieval.; Image processing.; Bioinformatics.; Computer Science.; Information Storage and Retrieval.; Image Processing and Computer Vision.; System Performance and Evaluation.; Computational Biology/Bioinformatics.

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...

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
• University of Amsterdam at the Visual Concept Detection and Annotation Tasks
• Intermedia Conceptual Indexing
• Conceptual Indexing Contribution to ImageCLEF Medical Retrieval Tasks
• Improving Early Precision in the ImageCLEF Medical Retrieval Task
• Lung Nodule Detection
• Medical Image Classification at Tel Aviv and Bar Ilan Universities
• Idiap on Medical Image Classification
• External views
• Press Association Images — Image Retrieval Challenges
• Image Retrieval in a Commercial Setting
• An Overview of Evaluation Campaigns in Multimedia Retrieval.