Algorithms for clustering data
Algorithms for clustering data
Content-Based Video Indexing and Retrieval
IEEE MultiMedia
Fractal functions and wavelet expansions based on several scaling functions
Journal of Approximation Theory
Optimal Edge Detection using Expansion Matching and Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence
A study of orthonormal multi-wavelets
Applied Numerical Mathematics - Special issue on selected keynote papers presented at 14th IMACS World Congress, Atlanta, NJ, July 1994
Shape measures for content based image retrieval: a comparison
Information Processing and Management: an International Journal
Hypermedia navigation and content-based retrieval for distributed multimedia databases
Proceedings of the sixth NEC research symposium on Multimedia computing
ASSERT: a physician-in-the-loop content-based retrieval system for HRCT image databases
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Knowledge-Based Approach for Retrieving Images by Content
IEEE Transactions on Knowledge and Data Engineering
Knowledge-Based Image Retrieval with Spatial and Temporal Constructs
IEEE Transactions on Knowledge and Data Engineering
Fast and Effective Retrieval of Medical Tumor Shapes
IEEE Transactions on Knowledge and Data Engineering
Texture Classification by Wavelet Packet Signatures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using human perceptual categories for content-based retrieval from a medical image database
Computer Vision and Image Understanding
Automatic Video Indexing and Full-Video Search for Object Appearances
Proceedings of the IFIP TC2/WG 2.6 Second Working Conference on Visual Database Systems II
Indexing and Fuzzy Logic-Based Retrieval of Color Images
Proceedings of the IFIP TC2/WG 2.6 Second Working Conference on Visual Database Systems II
Design of a two-stage content-based image retrieval system using texture similarity
Information Processing and Management: an International Journal
Cosine-modulated wavelet based texture features for content-based image retrieval
Pattern Recognition Letters
Design of prefilters for discrete multiwavelet transforms
IEEE Transactions on Signal Processing
Content-based retrieval of dynamic PET functional images
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Histological image retrieval based on semantic content analysis
IEEE Transactions on Information Technology in Biomedicine
Design and analysis of a content-based pathology image retrieval system
IEEE Transactions on Information Technology in Biomedicine
The application of multiwavelet filterbanks to image processing
IEEE Transactions on Image Processing
Optimization of mutual information for multiresolution image registration
IEEE Transactions on Image Processing
Selection-fusion approach for classification of datasets with missing values
Pattern Recognition
Effect of classifiers in consensus feature ranking for biomedical datasets
DTMBIO '10 Proceedings of the ACM fourth international workshop on Data and text mining in biomedical informatics
Brain CT image database building for computer-aided diagnosis using content-based image retrieval
Information Processing and Management: an International Journal
Computer Methods and Programs in Biomedicine
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We have designed and implemented a human brain multi-modality database system with content-based image management, navigation and retrieval support for epilepsy. The system consists of several modules including a database backbone, brain structure identification and localization, segmentation, registration, visual feature extraction, clustering/classification and query modules. Our newly developed anatomical landmark localization and brain structure identification method facilitates navigation through an image data and extracts useful information for segmentation, registration and query modules. The database stores T1-, T2-weighted and FLAIR MRI and ictal/interictal SPECT modalities with associated clinical data. We confine the visual feature extractors within anatomical structures to support semantically rich content-based procedures. The proposed system serves as a research tool to evaluate a vast number of hypotheses regarding the condition such as resection of the hippocampus with a relatively small volume and high average signal intensity on FLAIR. Once the database is populated, using data mining tools, partially invisible correlations between different modalities of data, modeled in database schema, can be discovered. The design and implementation aspects of the proposed system are the main focus of this paper.