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...
| Other Authors: | Müller, Henning., SpringerLink (Online service) |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Heidelberg :
Springer,
2010.
Heidelberg : 2010. |
| Physical Description: |
1 online resource (xxviii, 541 pages) : illustrations. |
| Series: |
Information retrieval series ;
v. 32. |
| Subjects: |
Table of 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.