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A method of dual-band infrared images fusion based on gradeint pyramid decomposition

机译:基于gradeint金字塔分解的双波段红外图像融合方法

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摘要

Recently, infrared thermal imager has been widely used in the fields of missile guidance and flaw detection and so on. Among them, the advanced one adopts sensors of dual bands to identify the target. Since of that, there is an urgent need of a fusion of the dual-bands images. The fused result includes much more exhaustive information than any single one, and can better reflect the actual. Among the algorithms used to fuse the dual-band infrared images, the weighted algorithm is the most widely used and easiest to be achieved. Nonetheless, its effect is not desired. To get a better result, in this paper, the fusion strategy based on the Gradient pyramid transform has been mainly adopted to fuse the dual-band infrared images on the pixel-level. Meanwhile, there is a comparison with the weighted algorithm and the Contrast pyramid algorithm. Also, it makes an evaluation and analysis to the experimental data, and finally obtains the desired results.
机译:近年来,红外热像仪已广泛用于导弹制导和探伤等领域。其中,先进的采用双频段传感器识别目标。因此,迫切需要融合双频带图像。融合后的结果包含的穷举性信息要比任何单个信息都要多,并且可以更好地反映实际情况。在用于融合双波段红外图像的算法中,加权算法是使用最广泛且最容易实现的算法。然而,它的效果是不希望的。为了获得更好的效果,本文主要采用基于梯度金字塔变换的融合策略在像素级融合双波段红外图像。同时,对加权算法和对比度金字塔算法进行了比较。并且,对实验数据进行评估和分析,最终获得期望的结果。

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