Multilingual Information Access Evaluation II - Multimedia Experiments

by Peters, Carol; Caputo, Barbara; Gonzalo, Julio; Jones, Gareth J. F.; Kalpathy-cramer, Jayashree

• ISBN13: 9783642157509
• ISBN10: 3642157505
• Edition: 1st
• Format: Paperback
• Copyright: 2010-12-02
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the thoroughly refereed proceedings of the 10th Workshop of the Cross Language Evaluation Forum, CLEF 2010, held in Corfu, Greece, in September/October 2009.The volume reports experiments on various types of multimedia collections. It is divided into threemain sections presenting the results of the following tracks: Interactive Cross-Language Retrieval (iCLEF), Cross-Language Image Retrieval (ImageCLEF), and Cross-Language Video Retrieval (VideoCLEF).

Table of Contents

What Happened in CLEF 2009	p. 1
Interactive Cross-Language Retrieval (iCLEF)
Overview of iCLEF 2009: Exploring Search Behaviour in a Multilingual Folksonomy Environment	p. 13
Analysis of Multilingual Image Search Logs: Users' Behavior and Search Strategies	p. 21
User Behaviour and Lexical Ambiguity in Cross-Language Image Retrieval	p. 29
Users' Image Seeking Behavior in a Multilingual Tag Environment	p. 37
Cross-Language Retrieval in Image Collections (ImageCLEF)
Diversity in Photo Retrieval: Overview of the ImageCLEFPhoto Task 2009	p. 45
Overview of the WikipediaMM Task at ImageCLEF 2009	p. 60
Overview of the CLEF 2009 Medical Image Retrieval Track	p. 72
Overview of the CLEF 2009 Medical Image Annotation Track	p. 85
Overview of the CLEF 2009 Large-Scale Visual Concept Detection and Annotation Task	p. 94
Overview of the CLEF 2009 Robot Vision Track	p. 110
ImageCLEFPhoto
Diversity Promotion: Is Reordering Top-Ranked Documents Sufficient?
Comparison of Several Combinations of Multimodal and Diversity Seeking Methods for Multimedia Retrieval	p. 124
University of Glasgow at ImageCLEFPhoto 2009: Optimising Similarity and Diversity in Image Retrieval	p. 133
Multimedia Retrieval by Means of Merge of Results from Textual and Content Based Retrieval Subsystems	p. 142
Image Query Expansion Using Semantic Selectional Restrictions	p. 150
Clustering for Text and Image-Based Photo Retrieval at CLEF 2009	p. 157
ImageCLEFwiki
Combining Text/Image in WikipediaMM Task 2009	p. 164
Document Expansion for Text-Based Image Retrieval at CLEF 2009	p. 172
Multimodal Image Retrieval over a Large Database	p. 177
Using WordNet in Multimedia Information Retrieval	p. 185
ImageCLEFmed
Medical Image Retrieval: ISSR at CLEF 2009	p. 189
An Integrated Approach for Medical Image Retrieval through Combining Textual and Visual Features	p. 195
Analysis Combination and Pseudo Relevance Feedback in Conceptual Language Model: LIRIS Participation at ImageCLEFMed	p. 203
The MedGIFT Group at ImageCLEF 2009	p. 211
An Extended Vector Space Model for Content-Based Image Retrieval	p. 219
Using Media Fusion and Domain Dimensions to Improve Precision in Medical Image Retrieval	p. 223
ImageCLEFmed Annotation
ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification	p. 231
Dense Simple Features for Fast and Accurate Medical X-Ray Annotation	p. 239
Automated X-Ray Image Annotation: Single versus Ensemble of Support Vector Machines	p. 247
ImageCLEF Annotation and Robot Vision
Topological Localization of Mobile Robots Using Probabilistic Support Vector Classification	p. 255
The University of Amsterdam's Concept Detection System at ImageCLEF 2009	p. 261
Enhancing Recognition of Visual Concepts with Primitive Color Histograms via Non-sparse Multiple Kernel Learning	p. 269
Using SIFT Method for Global Topological Localization for Indoor Environments	p. 277
UAIC at ImageCLEF 2009 Photo Annotation Task	p. 283
Learning Global and Regional Features for Photo Annotation	p. 287
Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM	p. 291
University of Glasgow at ImageCLEF 2009 Robot Vision Task: A Rule Based Approach	p. 295
A Fast Visual Word Frequency - Inverse Image Frequency for Detector of Rare Concepts	p. 299
Exploring the Semantics behind a Collection to Improve Automated Image Annotation	p. 307
Multi-cue Discriminative Place Recognition	p. 315
MRIM-LIG at ImageCLEF 2009: Robotvision, Image Annotation and Retrieval Tasks	p. 324
ImageCLEF Mixed
The ImageCLEF Management System	p. 332
Interest Point and Segmentation-Based Photo Annotation	p. 340
University of Jaén at ImageCLEF 2009: Medical and Photo Tasks	p. 348
Cross-Language Retrieval in Video Collections (VideoCLEF)
Overview of VideoCLEF 2009: New Perspectives on Speech-Based Multimedia Content Enrichment	p. 354
Methods for Classifying Videos by Subject and Detecting Narrative Peak Points	p. 369
Using Support Vector Machines as Learning Algorithm for Video Categorization	p. 373
Video Classification as IR Task: Experiments and Observations	p. 377
Exploiting Speech Recognition Transcripts for Narrative Peak Detection in Short-Form Documentaries	p. 385
Identification of Narrative Peaks in Video Clips: Text Features Perform Best	p. 393
A Cocktail Approach to the VideoCLEF'09 Linking Task	p. 401
When to Cross Over? Cross-Language Linking Using Wikipedia for VideoCLEF 2009	p. 409
Author Index	p. 413
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