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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Müller, Henning (Επιμελητής έκδοσης), Clough, Paul (Επιμελητής έκδοσης), Deselaers, Thomas (Επιμελητής έκδοσης), Caputo, Barbara (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Σειρά:The Information Retrieval Series, 32
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.