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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Müller, Henning (Editor ), Clough, Paul (Editor ), Deselaers, Thomas (Editor ), Caputo, Barbara (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:The Information Retrieval Series, 32
Temas:
Information storage and retrieval systems.
Computer vision.
Electronic digital computers-Evaluation.
Bioinformatics.
Information Storage and Retrieval.
Computer Vision.
System Performance and Evaluation.
Computational and Systems Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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