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Dynamic-range compression and contrast enhancement in infrared imaging systems

机译:红外成像系统中的动态范围压缩和对比度增强

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Third-generation thermal cameras have high dynamic range (up to 14 bits) and collect images that are difficult to visualize because their contrast exceeds the range of traditional display devices. Thus, sophisticated techniques are required to adapt the recorded signal to the display, maintaining, and possibly improving, objects' visibility and image contrast. The problem has already been studied in relation to images acquired in the visible spectral region, while it has been scarcely investigated in the infrared. In this work, this latter subject is addressed, and a new method is presented that combines dynamic-range compression and contrast enhancement techniques to improve the visualization of infrared images. The proposed method is designed to meet typical requirements in infrared sensor applications. The performance is studied through experimental data and compared with that yielded by three well-established algorithms. Evaluation is performed through subjective analysis, assigning each algorithm a score on the basis of the average opinion of human observers. The results demonstrate the effectiveness of the proposed technique in terms of perceptibility of details, edge sharpness, robustness against the horizon effect, and presence of veryrnwarm objects.
机译:第三代热像仪具有很高的动态范围(最高14位),并且可以收集难以可视化的图像,因为它们的对比度超出了传统显示设备的范围。因此,需要复杂的技术来使记录的信号适应显示,保持并可能改善物体的可见性和图像对比度。关于在可见光谱区域中获取的图像,已经对该问题进行了研究,而在红外领域则很少进行研究。在这项工作中,解决了后一个主题,并提出了一种结合动态范围压缩和对比度增强技术来改善红外图像可视化的新方法。该方法旨在满足红外传感器应用中的典型要求。通过实验数据研究了性能,并将其与三种公认的算法得出的性能进行了比较。通过主观分析进行评估,并根据人类观察者的平均意见为每个算法分配分数。结果证明了该技术在细节的可感知性,边缘清晰度,针对地平线效应的鲁棒性以及非常温暖的物体的存在方面的有效性。

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