Invariant Image Recognition by Zernike Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance evaluation in content-based image retrieval: overview and proposals
Pattern Recognition Letters - Special issue on image/video indexing and retrieval
Modeling score distributions for combining the outputs of search engines
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Spatial Size Distributions: Applications to Shape and Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Empirical evaluation of dissimilarity measures for color and texture
Computer Vision and Image Understanding - Special issue on empirical evaluation of computer vision algorithms
Morphological Image Analysis: Principles and Applications
Morphological Image Analysis: Principles and Applications
Improving similarity measures of histograms using smoothing projections
Pattern Recognition Letters
Histogram refinement for content-based image retrieval
WACV '96 Proceedings of the 3rd IEEE Workshop on Applications of Computer Vision (WACV '96)
From Retrieval Status Values to Probabilities of Relevance for Advanced IR Applications
Information Retrieval
Nearest-Prototype Relevance Feedback for Content Based Image Retrieval
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Evidence Combination for Multi-Point Query Learning in Content-Based Image Retrieval
ISMSE '04 Proceedings of the IEEE Sixth International Symposium on Multimedia Software Engineering
A new framework to combine descriptors for content-based image retrieval
Proceedings of the 14th ACM international conference on Information and knowledge management
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy
Evolutionary Computation
Image retrieval and perceptual similarity
ACM Transactions on Applied Perception (TAP)
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Selecting the structuring element for morphological texture classification
Pattern Analysis & Applications
Applying logistic regression to relevance feedback in image retrieval systems
Pattern Recognition
Combining multimodal preferences for multimedia information retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
MM '08 Proceedings of the 16th ACM international conference on Multimedia
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Score normalization in multimodal biometric systems
Pattern Recognition
Multimedia Information Retrieval and Management: Technological Fundamentals and Applications
Multimedia Information Retrieval and Management: Technological Fundamentals and Applications
Probabilistic score normalization for rank aggregation
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Wavelet descriptor of planar curves: theory and applications
IEEE Transactions on Image Processing
Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance
IEEE Transactions on Image Processing
Interactive image retrieval using smoothed nearest neighbor estimates
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Directed enumeration method in image recognition
Pattern Recognition
An endmember-based distance for content based hyperspectral image retrieval
Pattern Recognition
Who is repinning?: predicting a brand's user interactions using social media retrieval
Proceedings of the Thirteenth International Workshop on Multimedia Data Mining
BGPfuse: using visual feature fusion for the detection and attribution of BGP anomalies
Proceedings of the Tenth Workshop on Visualization for Cyber Security
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The purpose of content based image retrieval (CBIR) systems is to allow users to retrieve pictures from large image repositories. In a CBIR system, an image is usually represented as a set of low level descriptors from which a series of underlying similarity or distance functions are used to conveniently drive the different types of queries. Recent work deals with combination of distances or scores from different and usually independent representations in an attempt to induce high level semantics from the low level descriptors of the images. Choosing the best method to combine these results requires a careful analysis and, in most cases, the use of ad-hoc strategies. Combination based on or derived from product and sum rules are common approaches. In this paper we propose a method to combine a given set of dissimilarity functions. For each similarity function, a probability distribution is built. Assuming statistical independence, these are used to design a new similarity measure which combines the results obtained with each independent function.