Iconic indexing by 2-D strings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Design and evaluation of algorithms for image retrieval by spatial similarity
ACM Transactions on Information Systems (TOIS)
Organizing Large Structural Modelbases
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Photobook: content-based manipulation of image databases
International Journal of Computer Vision
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
The SR-tree: an index structure for high-dimensional nearest neighbor queries
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Communications of the ACM
A robust framework for content-based retrieval by spatial similarity in image databases
ACM Transactions on Information Systems (TOIS)
Visual information retrieval
Efficient content-based indexing of large image databases
ACM Transactions on Information Systems (TOIS)
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Similarity Searching in Medical Image Databases
IEEE Transactions on Knowledge and Data Engineering
Spatial Databases-Accomplishments and Research Needs
IEEE Transactions on Knowledge and Data Engineering
A Linear Programming Approach for the Weighted Graph Matching Problem
IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural Matching in Computer Vision Using Probabilistic Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Algorithms for Querying by Spatial Structure
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
The X-tree: An Index Structure for High-Dimensional Data
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Hill climbing algorithms for content-based retrieval of similar configurations
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
A bit-pattern-based matrix strategy for efficient iconic indexing of symbolic pictures
Pattern Recognition Letters
Computing Spatial Similarity by Games
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
R-Histogram: quantitative representation of spatial relations for similarity-based image retrieval
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
R*-Histograms: efficient representation of spatial relations between objects of arbitrary topology
Proceedings of the 12th annual ACM international conference on Multimedia
Image Database Design Based on 9D-SPA Representation for Spatial Relations
IEEE Transactions on Knowledge and Data Engineering
Query by image and video content: a colored-based stochastic model approach
Data & Knowledge Engineering
A Generic Scheme for Color Image Retrieval Based on the Multivariate Wald-Wolfowitz Test
IEEE Transactions on Knowledge and Data Engineering
XMage: an image retrieval method based on partial similarity
Information Processing and Management: an International Journal
Layout indexing of trademark images
Proceedings of the 6th ACM international conference on Image and video retrieval
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Retrieval of images by spatial and object similarities
Information Processing and Management: an International Journal
State-of-the-art on spatio-temporal information-based video retrieval
Pattern Recognition
Journal of Visual Languages and Computing
XMage: An image retrieval method based on partial similarity
Information Processing and Management: an International Journal
Embedding spatial information into image content description for scene retrieval
Pattern Recognition
International Journal of Intelligent Systems Technologies and Applications
BoostMap: a method for efficient approximate similarity rankings
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Random projection tree and multiview embedding for large-scale image retrieval
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Modeling of remote sensing image content using attributed relational graphs
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Efficient method to perform isomorphism testing of labeled graphs
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V
One to many 3D face recognition enhanced through k-d-tree based spatial access
MIS'05 Proceedings of the 11th international conference on Advances in Multimedia Information Systems
Using grammars for pattern recognition in images: A systematic review
ACM Computing Surveys (CSUR)
Structured representations in a content based image retrieval context
Journal of Visual Communication and Image Representation
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We introduce ImageMap, as a method for indexing and similarity searching in Image DataBases (IDBs). ImageMap answers 驴queries by example,驴 involving any number of objects or regions and taking into account their interrelationships. We adopt the most general image content representation, that is, Attributed Relational Graphs (ARGs), in conjunction with the well-accepted ARG editing distance on ARGs. We tested ImageMap on real and realistic medical images. Our method not only provides for visualization of the data set, clustering and data mining, but it also achieves up to 1,000-fold speed-up in search over sequential scanning, with zero or very few false dismissals.