IEEE Trans Image Process - Probabilistic fuzzy image fusion approach for radar through wall sensing.

Tópicos

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Resumo

This paper addresses the problem of combining multiple radar images of the same scene to produce a more informative composite image. The proposed approach for probabilistic fuzzy logic-based image fusion automatically forms fuzzy membership functions using the Gaussian-Rayleigh mixture distribution. It fuses the input pixel values directly without requiring fuzzification and defuzzification, thereby removing the subjective nature of the existing fuzzy logic methods. In this paper, the proposed approach is applied to through-the-wall radar imaging in urban sensing and evaluated on real multi-view and polarimetric data. Experimental results show that the proposed approach yields improved image contrast and enhances target detection.

Resumo Limpo

paper address problem combin multipl radar imag scene produc inform composit imag propos approach probabilist fuzzi logicbas imag fusion automat form fuzzi membership function use gaussianrayleigh mixtur distribut fuse input pixel valu direct without requir fuzzif defuzzif therebi remov subject natur exist fuzzi logic method paper propos approach appli throughthewal radar imag urban sens evalu real multiview polarimetr data experiment result show propos approach yield improv imag contrast enhanc target detect

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