Computer graphics: principles and practice (2nd ed.)
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SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
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SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
International Journal of Computer Vision
Query evaluation techniques for large databases
ACM Computing Surveys (CSUR)
Texture classification using QMF bank-based subband decomposition
CVGIP: Graphical Models and Image Processing
Fast subsequence matching in time-series databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Optimizing queries over multimedia repositories
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Combining fuzzy information from multiple systems (extended abstract)
PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Communications of the ACM
Querying multimedia data from multiple repositories by content: the Garlic project
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Extended Boolean information retrieval
Communications of the ACM
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
The K-D-B-tree: a search structure for large multidimensional dynamic indexes
SIGMOD '81 Proceedings of the 1981 ACM SIGMOD international conference on Management of data
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
The TV-tree: an index structure for high-dimensional data
The VLDB Journal — The International Journal on Very Large Data Bases - Spatial Database Systems
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Similarity Indexing with the SS-tree
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Incorporating User Preferences in Multimedia Queries
ICDT '97 Proceedings of the 6th International Conference on Database Theory
M-tree: An Efficient Access Method for Similarity Search in Metric Spaces
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
The R+-Tree: A Dynamic Index for Multi-Dimensional Objects
VLDB '87 Proceedings of the 13th International Conference on Very Large Data Bases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
The hBP-tree: A Modified hB-tree Supporting Concurrency, Recovery and Node Consolidation
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
A Relevance Feedback Architecture for Content-based Multimedia Information Retrieval Systems
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
Single color extraction and image query
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Automated binary texture feature sets for image retrieval
ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 04
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
A heuristic for combining fuzzy results in multimedia databases
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
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An Approach to Integrating Query Refinement in SQL
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
A Prototype Content-Based Retrieval System that Uses Virtual Images to Save Space
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Supporting Incremental Join Queries on Ranked Inputs
Proceedings of the 27th International Conference on Very Large Data Bases
On Real-Time Top k Querying for Mobile Services
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
The Truth about Corel - Evaluation in Image Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Image Retrieval Using Spatial Color Information
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Multi-level Weighting in Multimedia Retrieval Systems
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
Information Processing and Management: an International Journal - Modelling vagueness and subjectivity in information access
A hierarchical access control model for video database systems
ACM Transactions on Information Systems (TOIS)
Heterogeneous image database selection on the web
Journal of Systems and Software
MEGA---the maximizing expected generalization algorithm for learning complex query concepts
ACM Transactions on Information Systems (TOIS)
Coupled clustering: a method for detecting structural correspondence
The Journal of Machine Learning Research
Efficient evaluation of relevance feedback for multidimensional all-pairs retrieval
Proceedings of the 2003 ACM symposium on Applied computing
Knowing a tree from the forest: art image retrieval using a society of profiles
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Adaptive tree similarity learning for image retrieval
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IEEE Transactions on Knowledge and Data Engineering
Multi-Criteria Query Optimization in the Presence of Result Size and Quality Tradeoffs
Multimedia Tools and Applications
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ACM Transactions on Database Systems (TODS)
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IEEE Transactions on Knowledge and Data Engineering
Rewriting Rules To Permeate Complex Similarity and Fuzzy Queries within a Relational Database System
IEEE Transactions on Knowledge and Data Engineering
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Signal Processing - Special section on content-based image and video retrieval
Gradual Model Generator for Single-Pass Clustering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Gradual model generator for single-pass clustering
Pattern Recognition
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Modified hierarchical genetic algorithm for relevance feedback in image retrieval
Intelligent Data Analysis
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VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
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VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
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IEEE Transactions on Image Processing
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MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
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HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Series feature aggregation for content-based image retrieval
Computers and Electrical Engineering
RAF: an activation framework for refining similarity queries using learning techniques
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
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PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Random swap EM algorithm for Gaussian mixture models
Pattern Recognition Letters
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To address the emerging needs of applications that require access to and retrieval of multimedia objects, we are developing the Multimedia Analysis and Retrieval System (MARS) [29]. In this paper, we concentrate on the retrieval subsystem of MARS and its support for content-based queries over image databases. Content-based retrieval techniques have been extensively studied for textual documents in the area of automatic information retrieval [40], [4]. This paper describes how these techniques can be adapted for ranked retrieval over image databases. Specifically, we discuss the ranking and retrieval algorithms developed in MARS based on the Boolean retrieval model and describe the results of our experiments that demonstrate the effectiveness of the developed model for image retrieval.