Twenty Years of Document Image Analysis in PAMI
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Re-ranking algorithm using post-retrieval clustering for content-based image retrieval
Information Processing and Management: an International Journal
Digital Bleaching and Content Extraction for the Digital Archive of Rare Books
DIAL '06 Proceedings of the Second International Conference on Document Image Analysis for Libraries
AGORA: the Interactive Document Image Analysis Tool of the BVH Project
DIAL '06 Proceedings of the Second International Conference on Document Image Analysis for Libraries
User performance versus precision measures for simple search tasks
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
DEBORA: Digital AccEss to BOoks of the RenAissance
International Journal on Document Analysis and Recognition
International Journal on Document Analysis and Recognition
Document Images Retrieval Based on Multiple Features Combination
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
Document Image Segmentation Using a 2D Conditional Random Field Model
ICDAR '07 Proceedings of the Ninth International Conference on Document Analysis and Recognition - Volume 01
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding
International Journal on Document Analysis and Recognition
Pedestrian Detection via Classification on Riemannian Manifolds
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning tag relevance by neighbor voting for social image retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Visual tag dictionary: interpreting tags with visual words
WSMC '09 Proceedings of the 1st workshop on Web-scale multimedia corpus
Real-time bag of words, approximately
Proceedings of the ACM International Conference on Image and Video Retrieval
Picture extraction from digitized historical manuscripts
Proceedings of the ACM International Conference on Image and Video Retrieval
Mean shift feature space warping for relevance feedback
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Optimized block-based connected components labeling with decision trees
IEEE Transactions on Image Processing
Relevance feedback strategies for artistic image collections tagging
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
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This paper describes a complete architecture for the interactive exploration and annotation of artistic collections. In particular the focus is on Renaissance illuminated manuscripts, which typically contain thousands of pictures, used to comment or embellish the manuscript Gothic text. The final aim is to create a human centered multimedia application allowing the non practitioners to enjoy these masterpieces and expert users to share their knowledge. The system is composed by a modern user interface for browsing, surfing and querying, an automatic segmentation module, to ease the initial picture extraction task, and a similarity based retrieval engine, used to provide visually assisted tagging capabilities. A relevance feedback procedure is included to further refine the results. Experiments are reported regarding the adopted visual features based on covariance matrices and the Mean Shift Feature Space Warping relevance feedback. Finally some hints on the user interface for museum installations are discussed.