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9783540360186

Image and Video Retrieval : 5th Internatinoal Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings

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  • ISBN13:

    9783540360186

  • ISBN10:

    3540360182

  • Format: Paperback
  • Copyright: 2006-08-15
  • Publisher: Springer Verlag

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Summary

This book constitutes the refereed proceedings of the 5th International Conference on Image and Video Retrieval, CIVR 2006, held in Singapore in July 2006.The 18 revised full papers and 30 poster papers presented together with the extended abstracts of 5 papers of 1 special session and those of 10 demonstration papers were carefully reviewed and selected for inclusion in the book. Besides the invited and industrial presentations the papers are organized in topical sections on interactive image and video retrieval, semantic image retrieval, visual feature analysis, learning and classification, image and video retrieval metrics, and machine tagging.

Table of Contents

Interactive experiments in object-based retrievalp. 1
Learned lexicon-driven interactive video retrievalp. 11
Mining novice user activity with TRECVID interactive retrieval tasksp. 21
A linear-algebraic technique with an application in semantic image retrievalp. 31
Logistic regression of generic codebooks for semantic image retrievalp. 41
Query by semantic examplep. 51
Corner detectors for affine invariant salient regions : is color important?p. 61
Keyframe retrieval by keypoints : can point-to-point matching help?p. 72
Local feature trajectories for efficient event-based indexing of video sequencesp. 82
A cascade of unsupervised and supervised neural networks for natural image classificationp. 92
Bayesian learning of hierarchical multinomial mixture models of concepts for automatic image annotationp. 102
Efficient margin-based rank learning algorithms for information retrievalp. 113
Leveraging active learning for relevance feedback using an information theoretic diversity measurep. 123
Video clip matching using MPEG-7 descriptors and edit distancep. 133
Video retrieval using high level features : exploiting query matching and confidence-based weightingp. 143
Annotating news video with locationsp. 153
Automatic person annotation of family photo albump. 163
Finding people frequently appearing in newsp. 173
A novel framework for robust annotation and retrieval in video sequencesp. 183
Feature re-weighting in content-based image retrievalp. 193
Objectionable image detection by ASSOM competitionp. 201
Image searching and browsing by active aspect-based relevance learningp. 211
Finding faces in gray scale images using locally linear embeddingsp. 221
ROI-based medical image retrieval using human-perception and MPEG-7 visual descriptorsp. 231
Hierarchical hidden Markov model for rushes structuring and indexingp. 241
Retrieving objects using local integral invariantsp. 251
Retrieving shapes efficiently by a qualitative shape descriptor : the scope histogramp. 261
Relay boost fusion for learning rare concepts in multimediap. 271
Comparison between motion verbs using similarity measure for the semantic representation of moving objectp. 281
Coarse-to-fine classification for image-based face detectionp. 291
Using topic concepts for semantic video shots classificationp. 300
A multi-feature optimization approach to object-based image classificationp. 310
Eliciting perceptual ground truth for image segmentationp. 320
Asymmetric learning and dissimilarity spaces for content-based retrievalp. 330
Video navigation based on self-organizing mapsp. 340
Fuzzy SVM ensembles for relevance feedback in image retrievalp. 350
Video mining with frequent itemset configurationsp. 360
Using high-level semantic features in video retrievalp. 370
Recognizing objects and scenes in news videosp. 380
Face retrieval in broadcasting news video by fusing temporal and intensity informationp. 391
Multidimensional descriptor indexing : exploring the BitMatrixp. 401
Natural scene image modeling using color and texture vistermsp. 411
Online image retrieval system using long term relevance feedbackp. 422
Perceptual distance functions for similarity retrieval of medical imagesp. 432
Using score distribution models to select the Kernel-type for a Web-based adaptive image retrieval system (AIRS)p. 443
Semantics supervised cluster-based index for video databasesp. 453
Semi-supervised learning for image annotation based on conditional random fieldsp. 463
NPIC : hierarchical synthetic image classification using image search and generic featuresp. 473
Context-aware media retrievalp. 483
Estimating the physical effort of human posesp. 487
Modular design of media retrieval workflows using ARIAp. 491
Image rectification for stereoscopic visualization without 3D glassesp. 495
Human movement analysis for interactive dancep. 499
Exploring the dynamics of visual events in the multi-dimensional semantic concept spacep. 503
VideoSOM : a SOM-based interface for video browsingp. 506
iBase : navigating digital library collectionsp. 510
Exploring the synergy of humans and machines in extreme video retrievalp. 514
Efficient summarizing of multimedia archives using cluster labelingp. 518
Collaborative concept tagging for images based on ontological thinkingp. 521
Multimodal search for effective video retrievalp. 525
MediAssist : using content-based analysis and context to manage personal photo collectionsp. 529
Mediamill : advanced browsing in news video archivesp. 533
A large scale system for searching and browsing images from the World Wide Webp. 537
Embrace and tame the digital contentp. 541
Discovering a fish in a forest of trees - false positives and user expectations in visual retrieval : experiments in CBIR and the visual artsp. 542
Table of Contents provided by Blackwell. All Rights Reserved.

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What is included with this book?

The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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