Multiresolution elastic matching
Computer Vision, Graphics, and Image Processing
Efficient and effective querying by image content
Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Photobook: content-based manipulation of image databases
International Journal of Computer Vision
Spatial transformation and registration of brain images using elastically deformable models
Computer Vision and Image Understanding
Artificial Intelligence Review - Special issue on lazy learning
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
Efficient Locally Weighted Polynomial Regression Predictions
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Content-based 3D Neuroradiologic Image Retrieval: Preliminary Results
CAIVD '98 Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases (CAIVD '98)
Advanced algorithmic approaches to medical image segmentation
The National Medical Knowledge Bank
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Facial asymmetry quantification for expression invariant human identification
Computer Vision and Image Understanding - Special issue on Face recognition
Hybrid Genetic Algorithms for Feature Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A genetic feature weighting scheme for pattern recognition
Integrated Computer-Aided Engineering
Semantics and CBIR: a medical imaging perspective
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Improved binary particle swarm optimization using catfish effect for feature selection
Expert Systems with Applications: An International Journal
Multi-feature integration with relevance feedback on 3D model similarity retrieval
Journal of Mobile Multimedia
Finding related functional neuroimaging volumes
Artificial Intelligence in Medicine
Engineering Applications of Artificial Intelligence
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We present a principled method of obtaining a weighted similarity metric for 3D image retrieval, firmly rooted in Bayes decision theory. The basic idea is to determine a set of most discriminative features by evaluating how well they perform on the task of classifying images according to predefined semantic categories. We propose this indirect method as a rigorous way to solve the difficult feature selection problem that comes up in most content based image retrieval tasks. The method is applied to normal and pathological neuroradiological CT images, where we take advantage of the fact that normal human brains present an approximate bilateral symmetry which is often absent in pathological brains. The quantitative evaluation of the retrieval system shows promising results.