ACM Transactions on Information Systems (TOIS)
Spatial query processing in an object-oriented database system
SIGMOD '86 Proceedings of the 1986 ACM SIGMOD international conference on Management of data
Iconic indexing by 2-D strings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principles of pictorial information systems design
Principles of pictorial information systems design
Fractals for secondary key retrieval
PODS '89 Proceedings of the eighth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Similarity retrieval of iconic image database
Pattern Recognition
2D C-string: a new spatial knowledge representation for image database systems
Pattern Recognition
Index-based object recognition in pictorial data management
Computer Vision, Graphics, and Image Processing
The R*-tree: an efficient and robust access method for points and rectangles
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Linear clustering of objects with multiple attributes
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
A retrieval technique for similar shapes
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Model generation and model matching of real images by a fuzzy approach
Pattern Recognition
Identifying Faces Using Multiple Retrievals
IEEE MultiMedia
Efficient and effective querying by image content
Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
Multi-step processing of spatial joins
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Direct spatial search on pictorial databases using packed R-trees
SIGMOD '85 Proceedings of the 1985 ACM SIGMOD international conference on Management of data
Multidimensional binary search trees used for associative searching
Communications of the ACM
Computer Vision
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Image Information Systems: Where Do We Go From Here?
IEEE Transactions on Knowledge and Data Engineering
A Visual Information Management System for the Interactive Retrieval of Faces
IEEE Transactions on Knowledge and Data Engineering
The R+-Tree: A Dynamic Index for Multi-Dimensional Objects
VLDB '87 Proceedings of the 13th International Conference on Very Large Data Bases
An Information-Retrieval Approach for Image Databases
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Hilbert R-tree: An Improved R-tree using Fractals
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Extending case-based reasoning by discovering and using image features in IVF
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
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
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Approximate spatio-temporal retrieval
ACM Transactions on Information Systems (TOIS)
Video Endoscopic Database on WWW Linking with ISDN
Journal of Medical Systems
Design and analysis of data structures for querying image databases
Proceedings of the 2001 ACM symposium on Applied computing
A model of multimedia information retrieval
Journal of the ACM (JACM)
Efficient Matching and Indexing of Graph Models in Content-Based Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Design of an SHD-Distributed Database over IP to Support Telemedicine
Journal of Medical Systems
Advanced algorithmic approaches to medical image segmentation
An Approach to a Content-Based Retrieval ofMultimedia Data
Multimedia Tools and Applications
Virtual Images for Similarity Retrieval in Image Databases
IEEE Transactions on Knowledge and Data Engineering
ImageMap: An Image Indexing Method Based on Spatial Similarity
IEEE Transactions on Knowledge and Data Engineering
Approximate Processing of Multiway Spatial Joins in Very Large Databases
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Robust Image Retrieval Based on Texture Information
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Algorithms for Querying by Spatial Structure
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Texture Indexing by a Hierarchical Representation
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Content-Based Approach to Searching and Indexing Spatial Configurations
GIScience '02 Proceedings of the Second International Conference on Geographic Information Science
Combining multi-visual features for efficient indexing in a large image database
The VLDB Journal — The International Journal on Very Large Data Bases
Searching dynamically bundled goods with pairwise relations
Proceedings of the 4th ACM conference on Electronic commerce
Image retrieval with embedded region relationships
Proceedings of the 2003 ACM symposium on Applied computing
Similarity between Euclidean and cosine angle distance for nearest neighbor queries
Proceedings of the 2004 ACM symposium on Applied computing
Graph indexing: a frequent structure-based approach
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
An Efficient Algorithm for Discovering Frequent Subgraphs
IEEE Transactions on Knowledge and Data Engineering
Content-Based Image Retrieval Based on a Fuzzy Approach
IEEE Transactions on Knowledge and Data Engineering
Boosting contextual information in content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Substructure similarity search in graph databases
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Graph indexing based on discriminative frequent structure analysis
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2004
Effective image and video mining: an overview of model-based approaches
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Attribute-Level Neighbor Hierarchy Construction Using Evolved Pattern-Based Knowledge Induction
IEEE Transactions on Knowledge and Data Engineering
Region-based CBIR in GIS with local space filling curves to spatial representation
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
IEEE Transactions on Knowledge and Data Engineering
Feature-based similarity search in graph structures
ACM Transactions on Database Systems (TODS)
Iconic pictorial retrieval using multiple attributes and spatial relationships
Knowledge-Based Systems
Mining spatial association rules in image databases
Information Sciences: an International Journal
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
A novel spectral coding in a large graph database
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Ownership protection of shape datasets with geodesic distance preservation
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
An adaptive partitioning approach for mining discriminant regions in 3D image data
Journal of Intelligent Information Systems
Top-K Correlation Sub-graph Search in Graph Databases
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
A statistical approach for selecting discriminative features of spatial regions of interest
Intelligent Data Analysis
Fuzzy conceptual graphs for matching images of natural scenes
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A pattern similarity scheme for medical image retrieval
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Comparing stars: on approximating graph edit distance
Proceedings of the VLDB Endowment
Proceedings of the 13th International Conference on Extending Database Technology
Registration and retrieval of highly elastic bodies using contextual information
Pattern Recognition Letters
Design of a medical image database with content-based retrieval capabilities
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
A semantic content-based retrieval method for histopathology images
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Summarization graph indexing: beyond frequent structure-based approach
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Local structure-based region-of-interest retrieval in brain MR images
IEEE Transactions on Information Technology in Biomedicine
iGraph: a framework for comparisons of disk-based graph indexing techniques
Proceedings of the VLDB Endowment
A hybrid computational model for an automated image descriptor for visually impaired users
Computers in Human Behavior
Efficient algorithms for supergraph query processing on graph databases
Journal of Combinatorial Optimization
Towards efficient subgraph search in cloud computing environments
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Introducing specialization and generalization to a graph-based data model
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
Graph aggregation based image modeling and indexing for video annotation
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Searching patterns in digital image databases
ASIAN'05 Proceedings of the 10th Asian Computing Science conference on Advances in computer science: data management on the web
Graph-based data model for the content representation of multimedia data
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
The spiral method applied to the study of the microcalcifications in mammograms
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Proximity-Based order-respecting intersection for searching in image databases
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
A query language for similarity-based retrieval of multimedia data
ADBIS'97 Proceedings of the First East-European conference on Advances in Databases and Information systems
Finding related functional neuroimaging volumes
Artificial Intelligence in Medicine
A relational-based approach for aggregated search in graph databases
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
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We propose a method to handle approximate searching by image content in medical image databases. Image content is represented by attributed relational graphs holding features of objects and relationships between objects. The method relies on the assumption that a fixed number of "labeled" or "expected" objects (e.g., "heart," "lungs," etc.) are common in all images of a given application domain in addition to a variable number of "unexpected" or "unlabeled" objects (e.g., "tumor," "hematoma," etc.). The method can answer queries by example, such as "find all X-rays that are similar to Smith's X-ray." The stored images are mapped to points in a multidimensional space and are indexed using state-of-the-art database methods (R-trees). The proposed method has several desirable properties:Database search is approximate, so that all images up to a prespecified degree of similarity (tolerance) are retrieved.It has no "false dismissals" (i.e., all images qualifying query selection criteria are retrieved).It is much faster than sequential scanning for searching in the main memory and on the disk (i.e., by up to an order of magnitude), thus scaling-up well for large databases.