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- W2350599098 abstract "Spatiogram is a generalization of histogram,which can more accurately describe the image (or the object) and has found application in object tracking and image retrieval. Suitable similarity measure is critical. In this paper,we present an improved Jensen-Shannon divergence (JSD) based spatiogram similarity measure. The spatial-color joint probability distribution of the pixels corresponding to each bin is regarded as a weighted Gaussian distribution. Then,the similarity of corresponding bin of two spatiograms is computed by improved Jensen-Shannon divergence with two weighted Gaussian distributions. We make full use of the weight of Gaussian distribution in order to improve the discrimination of the proposed measure. The proposed measure gives superior discriminative power both theoretically and experimentally than the measure proposed by Ulges,and the result of object tracking is more stable and accurate." @default.
- W2350599098 created "2016-06-24" @default.
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- W2350599098 date "2011-01-01" @default.
- W2350599098 modified "2023-09-25" @default.
- W2350599098 title "An Improved Jensen-Shannon Divergence Based Spatiogram Similarity Measure for Object Tracking" @default.
- W2350599098 hasPublicationYear "2011" @default.
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