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ImageCLEF : experimental evaluation in visual information retrieval

Author: Henning Müller
Publisher: Heidelberg : Springer, 2010.
Series: Information retrieval series, v. 32.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
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 methodologies. The individual chapters in this book highlight major issues and challenges in evaluating image retrieval systems and  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
ImageCLEF.
Heidelberg : Springer, 2010
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Henning Müller
ISBN: 9783642151811 3642151817
OCLC Number: 668097737
Description: 1 online resource (xxviii, 541 pages) : illustrations.
Contents: Part I Introduction.-1 Seven Years of Image Retrieval Evaluation --
2 Data Sets Created in ImageCLEF --
3 Creating Realistic Topics for Image Retrieval Evaluation --
4 Relevance Judgments for Image Retrieval Evaluation --
5 Performance Measures Used in Image In-formation Retrieval --
6 Fusion Techniques for Combining Textual and Visual Information Retrieval --
Part II Track Reports --
7 Interactive Image Retrieval --
8 Photographic Image Retrieval --
9 The Wikipedia Image Retrieval Task --
10 The Robot Vision Task --
11 Object and Concept Recognition for Image Retrieval --
12 The Medical Image Classification Task --
13 The Medical Image Retrieval Task --
Part III Participant reports --
14 Expansion and Re-ranking Approaches for Multi-modal Image Retrieval using Text-based Methods --
15 Revisiting Sub-topic Retrieval in the ImageCLEF 2009 Photo Retrieval Task --
16 Knowledge Integration using Textual Information for Improving ImageCLEF Collections --
17 Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval --
18 University of Amsterdam at the Visual Concept Detection and Annotation Tasks --
19 Intermedia Conceptual Indexing --
20 Conceptual Indexing Contribution to ImageCLEF Medical Retrieval Tasks --
21 Improving Early Precision in the ImageCLEF Medical Retrieval Task --
22 Lung Nodule Detection --
23 Medical Image Classification at Tel Aviv and Bar Ilan Universities --
24 Idiap on Medical Image Classi-fication --
Part IV External views --
25 Press Association Images- Image Retrieval Challenges --
26 Image Retrieval in a Commercial Setting --
27 An Overview of Evaluation Campaigns in Multimedia Retrieval.
Series Title: Information retrieval series, v. 32.
Responsibility: Henning Müller [and others], editors.
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Abstract:

Here is a collection of texts centered on the evaluation of image retrieval systems. Highlights issues and challenges in evaluating image retrieval systems and describes various initiatives that  Read more...

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