Cognitive image representation based on spectrum pyramid decomposition
MMACTEE'08 Proceedings of the 10th WSEAS International Conference on Mathematical Methods and Computational Techniques in Electrical Engineering
Adaptive image retrieval based on the spatial organization of colors
Computer Vision and Image Understanding
Technical section: Second order 3D shape features: An exhaustive study
Computers and Graphics
A fast and reliable coin recognition system
Proceedings of the 29th DAGM conference on Pattern recognition
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Histogram-based techniques are commonly used in image retrieval ranging from basic color histograms to sophisticated histograms of various local feature vectors. Our approach considers multidimensional histograms of locally invariant features. In order to get rid of the discontinuous behavior of traditional histograms we develop a fuzzy histogram which does no sharp assignment of a feature vector to one bin only but performs a weighted assignment to allneighboring bins. This improvement is not restricted to the kind of feature histograms considered here but could generally improve histogram-based retrieval or classification techniques.